{"text_format":"3","workbook":"xlsx","n_sheets":1,"sheets":["Form responses 1"],"not_rendered":{"defined_names":1},"read":"whole","date_system":"1900"}

{"sheet":"Form responses 1","index":0,"n_rows":684,"n_cols":51,"rows_kept":684}
["Timestamp","Employee or entrepreneur","Switched from employment to entrepreneurship, or vice versa, in 2025?","Age","Gender","Finnish fluency ","Work language","Relevant work experience from the industry (in years)","Years at current employer ","Companies worked for","Company size","Education","Field of Study","Change in pay rate from last year (%)","Years as entrepreneur","What services do you offer?","Hourly rate (VAT 0%, in euros)","Yearly billing (VAT 0%, in euros)","Billable hours per week","Weeks not billing","Billing methods","Contract length","Do you use agencies or find your clients yourself?","Where are your clients from?","Company","City","What kind of a company you work in?","Working time (h/week)","Time in office (%)","Role / title","Seniority level","Formal Seniority ","Base salary (gross, monthly EUR)","Commission (gross, monthly EUR)","Lomaraha (Holiday bonus, in EUR)","Bonus (EUR)","Equity (EUR)","Free description of your compensation model","Competitive salary","Bonus","Non-fringe benefits","Yearly Tax-Free Benefits (EUR)","Fringe benefits (luontoisedut)","Operating system ","Language","Web Frameworks","Data Engineering & Machine Learning","DevOps & Cloud Platforms","Databases","What was left unasked that you want to answer to?","Feedback of the survey"]
["2026-02-09T08:08:48.457","Entrepreneur","No","36-40","Male","Yes","Both",10,4,4,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Arts and Humanities",-5,4,"fullstack development with backend focus",85,100000,30,9,"Hourly billing","3-6 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Python, Go",null,"SQL, Kafka, scikit-learn","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Tiger Data (Timescale)"]
["2026-02-09T08:10:51.389","Employee","No","46-50","Male","Yes","Both",20,4,5,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",21,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",45,10,"Founder, Technology or Otherwise","Manager or People Lead","Yes",7000,0,3500,0,0,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free gym membership, Fixed-line internet to your home, Monitors for home office",null,"Limited car benefit","macOS","TypeScript","React, Svelte",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, Firestore"]
["2026-02-09T08:13:13.891","Employee","No","36-40","Male","Yes","Both",14,3,5,"3-5","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Turku","Product company with software as their core business",42,20,"AI/ML Engineer","Staff / Principal / Lead","No",6000,null,3100,{"$nulls":3},"Below market","Stock options / equity","Health insurance, Work laptop, Monitors for home office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python","React, Next.js, Django",null,"Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL",null,"Kiitos, tämä on tärkeä kysely!"]
["2026-02-09T08:14:20.316","Employee","No","26-30","Male","Yes","Both",6,4,3,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Consulting",37.5,5,"Developer, Backend","Senior","Yes",4900,0,2940,9805,0,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","TypeScript, C#","Next.js, ASP.NET Core","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-09T08:14:32.538","Employee","No","41-45","Male","Yes","Finnish",20,10,4,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.25,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Full-Stack","Senior","No",7000,null,5040,5400,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires), On-call compensation (standby pay)","Work laptop, Free office parking (during work hours), Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Java, PHP","React, Next.js, Spring Boot",null,"Docker, Google Cloud Platform (GCP)","MySQL"]
["2026-02-09T08:14:41.435","Employee","No","41-45","Male","Yes","Finnish",20,3,6,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",5,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,0,"Developer, QA or Test","Senior","No",5500,0,3000,2000,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, Python",null,null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-09T08:14:43.034","Entrepreneur","No","36-40","Male","Yes","Both",13,3,4,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,3,"Software development full-stack",74,124000,37.5,5,"Hourly billing","6-12 months","Agencies","Finland",{"$nulls":19},"Windows","JavaScript, Java","React, Spring Boot",null,"Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","Db2"]
["2026-02-09T08:16:30.363","Employee","No","41-45","Male","Yes","English",15,8,4,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,40,"Developer, Full-Stack","Senior","Yes",4950,null,2970,1800,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop",250,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Node.js",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","DynamoDB",null,"AI usage would be maybe interesting info maybe. Holiday bonus could have option as \"bonus as days off\" or something if one chooses to rather have 6/12 extra vacation days instead of money if company allows it."]
["2026-02-09T08:19:04.143","Employee","No","26-30","Male","Yes","Both",5,4,2,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",9,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,90,"Developer, QA or Test","Senior","No",4925,0,2955,0,null,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free gym membership, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, Python, Robot Framework","React, Node.js, Django","SQL, Pandas / NumPy","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)",null,"\"Number of change negotiations in your company during the last two calendar years\" or something to showcase the volatility of the market. We've had two.","Excellent survey."]
["2026-02-09T08:21:01.882","Employee","No","31-35","Male","Yes","Both",15,3,3,"51-100","Doctorate (PhD / tohtori)","Natural Sciences, Mathematics, and Statistics",0,{"$nulls":11},"Tampere","Consulting",45,10,"AI/ML Engineer","Staff / Principal / Lead","Yes",3200,4000,null,0,0,null,"Average market","Lomaraha (Holiday bonus), Stock options / equity, Profit sharing, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Monitors for home office, Snacks and beverages in office",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, C++","React, Next.js, FastAPI","SQL, Apache Spark, Airflow","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, Redis, InfluxDB"]
["2026-02-09T08:24:07.464","Employee","No","26-30","Male","Yes","Finnish",10,4,4,"11-50","Upper secondary – general (lukio / high school equivalent)",null,11.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Senior","Yes",4350,null,0,0,2400,"euros, monthly RSU and bonus RSU","Not sure","Individual performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript","React, NestJS","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-09T08:24:27.602","Employee","No","36-40","Male","Yes","Both",13,1,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",4.3,{"$nulls":11},"Turku","Consulting",37.5,50,"Developer, Full-Stack","Senior","Yes",6000,0,3600,0,null,"Lunch benefit on top of salary, health-care ","Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","React, Next.js",null,"Docker, Terraform, AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-09T08:27:37.544","Employee","No","36-40","Female","Yes","English",16,3,5,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",38,40,"Developer, Full-Stack","Staff / Principal / Lead","No",6500,0,0,0,null,"I receive stock options but the value is unclear","Below market","Stock options / equity","Work remotely from abroad (1 week or more), Work laptop, Snacks and beverages in office, Free weekly lunch",0,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Dart","React, Angular, NestJS","SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-09T08:28:15.603","Employee","No","46-50","Male","Yes","Finnish",22,13,4,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,100,"Developer, Full-Stack","Senior","Not sure",5900,0,3500,0,0,null,"Average market",null,"Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Java","React, Spring Boot","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-09T08:30:51.805","Employee","No","41-45","Male","Yes","Both",15,2,7,"11-50","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",1.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Staff / Principal / Lead","Yes",6950,null,3500,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Company performance bonus","Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Employer-subsidised commuter ticket (taxed), Garage (outside work hours)","macOS","JavaScript, TypeScript, Python","Node.js, Lit","SQL, Kafka, Pandas / NumPy","Docker, Kubernetes, Terraform","PostgreSQL, Cassandra, Tiger Data (Timescale)"]
["2026-02-09T08:31:50.654","Entrepreneur","No","41-45","Male","Yes","Both",20,2,10,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,8,"Full-stack",98,203000,43,7,"Hourly billing","Over 24 months","Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Python, Java","React, Next.js, Spring Boot",null,"Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-09T08:34:16.602","Employee",null,"31-35","Male","Yes","Both",9,3,5,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Consulting",37.5,0,"Developer, Embedded Applications or Devices","Senior","Yes",5300,{"$nulls":5},"Below market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","C, C++"]
["2026-02-09T08:38:43.251","Employee","No","41-45","Male","Yes","Both",26,1,7,"6-10","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",40,{"$nulls":11},"Joensuu","A company where software is a support role (for example banks or healthcare)",37.5,0,"Developer, Full-Stack","Staff / Principal / Lead","No",8000,null,4000,36000,0,"2/3 salary, 1/3 personal goals based bonuses","Above market","Lomaraha (Holiday bonus), Individual performance bonus, Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop",0,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python","React, Tanstack, Bun","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-09T08:39:27.507","Employee","No","36-40","Male","Yes","Both",12,5,6,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Mirantis","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,1,"Engineering Manager","Staff / Principal / Lead","Yes",10000,null,5000,null,null,"Stock options","Above market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Monitors for home office",1300,null,"macOS","TypeScript","React, Node.js, NestJS","SQL","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-09T08:40:10.265","Employee","No","36-40","Male","Yes","Both",7,1,3,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",-50,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,80,"Developer, Mobile","Senior","No",5300,null,3200,0,0,null,"Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop",0,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","Java, Kotlin"]
["2026-02-09T08:40:11.128","Employee","No","26-30","Male","Yes","Both",7,1,3,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",28.78,{"$nulls":10},"Reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,90,"Developer, Full-Stack","Senior","Not sure",5400,null,3240,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","macOS","JavaScript, Kotlin","React",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-09T08:43:10.527","Employee","No","36-40","Male","Yes","English",15,null,6,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Architect, Software or Solutions","Staff / Principal / Lead","No",3000,6500,null,6000,null,"Pohjapalkka + provisio","Above market","Lomaraha (Holiday bonus), Individual performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Java, Go","React, Node.js, Spring Boot","SQL, Kafka","Linux server, Docker, Kubernetes","PostgreSQL, MongoDB, DynamoDB"]
["2026-02-09T08:43:40.512","Employee","No","36-40","Prefer not to say","Yes","Both",20,4,5,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",3.9,{"$nulls":11},"Oulu","Consulting",37.5,4,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",8780,0,5268,0,0,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python",null,"SQL, Airflow, Snowflake / BigQuery / Redshift","Linux server, Docker, AWS","PostgreSQL, SQL Server, DynamoDB"]
["2026-02-09T08:44:01.881","Employee","No","41-45","Male","Yes","Both",20,3,4,"10000+","Doctorate (PhD / tohtori)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",37.5,50,null,"Junior / Entry-level","Yes",4407.5,null,2000,0,0,null,"Above market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free office parking (during work hours), Snacks and beverages in office, Public transport subsidy (tax-free)",120,null,"macOS","TypeScript","React, Node.js",null,"Docker"]
["2026-02-09T08:45:32.034","Employee","No","36-40","Male","Yes","Finnish",14,3,10,"501-1000","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Valtio","Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",36.25,20,"DevOps Engineer or Professional","Senior","Not sure",4600,null,2300,{"$nulls":3},"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",150,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows + WSL","JavaScript","React, Next.js, Node.js",null,"Linux server, Microsoft Azure, Bicep"]
["2026-02-09T08:47:46.351","Employee","No","36-40","Male","Yes","Both",12,0,8,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-7,{"$nulls":11},"No centrla office, multiple locations with employees","Consulting and product",37.5,0,"AI-native do-it-all one-man-show projects","Senior","Yes",6500,0,3900,0,0,null,"Average market","Lomaraha (Holiday bonus)","Work laptop",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit)","macOS","TypeScript, Python","React, FastAPI","SQL","Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-09T08:48:28.310","Employee","No","36-40","Male","Yes","English",12,4,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":10},"Mapbox","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Backend","Senior","Yes",11613.33,450,6968,null,29710,"Base + static oncall comp + stock options","Above market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",600,null,"macOS","TypeScript, Rust, C++","Node.js","SQL, Airflow, Pandas / NumPy","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","Redis, DynamoDB"]
["2026-02-09T08:48:46.950","Employee","No","36-40","Male","Yes","English",13,8,3,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Developer, Full-Stack","Staff / Principal / Lead","No",6900,1100,3366,0,0,null,"Above market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Profit sharing, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Go","React, Next.js, FastAPI","Airflow, dbt","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Google Cloud Platform (GCP)","PostgreSQL, DynamoDB, Valkey"]
["2026-02-09T08:49:35.808","Employee","No","36-40","Male","Yes","Both",14,1,5,"6-10","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",13,{"$nulls":10},"Kaiku Crew","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,60,"Developer, Full-Stack","Staff / Principal / Lead","No",6800,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free gym membership, Other tools like high-end keyboard, mouse etc",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Next.js, Node.js","SQL, Kafka","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis","Is your company hiring?: yes, join us at kaikucrew.com"]
["2026-02-09T08:49:37.955","Employee","No","46-50","Male","Yes","Both",28,6,7,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Tampere","Consulting",37.5,50,"Cloud Infrastructure Engineer","Staff / Principal / Lead","Yes",7450,null,4470,0,0,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Garage (outside work hours)","macOS","Python, Go",null,null,"Docker, Kubernetes, AWS","PostgreSQL, MySQL, Redis",null,"En jaksa alkaa laskea kaikkia summia whatever. "]
["2026-02-09T08:54:01.662","Employee","No","36-40","Female","Yes","English",20,3,6,"11-50","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",4.26,{"$nulls":11},"Tampere","Consulting",37.5,20,"Senior Executive (C-suite, VP, etc.)","Manager or People Lead","No",6360,null,3816,7000,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1120,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)"]
["2026-02-09T08:59:14.367","Employee","No","26-30","Male","Yes","English",5,5,1,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",6,{"$nulls":10},"Visma Solutions","Lappeenranta","Product company with software as their core business",37.5,100,"Developer, Full-Stack","Mid-level","Yes",4160,null,2500,2000,0,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Sign-on bonus","Health insurance, Work laptop, Free office parking (during work hours), Snacks and beverages in office",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","Windows","TypeScript, C#","React, ASP.NET Core","SQL",null,"SQL Server"]
["2026-02-09T09:11:23.151","Entrepreneur","No","41-45","Male","Yes","English",17,6,6,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.72,6,"full-stack",88.5,143894,37.5,9,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"Windows + WSL","TypeScript, Python, Java","React, Node.js, Spring Boot","SQL, Pandas / NumPy","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MongoDB, DynamoDB"]
["2026-02-09T09:17:52.664","Employee","No","46-50","Male","Yes","Both",26,7,7,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",4.06,{"$nulls":11},"Jyväskylä","Consulting",37.5,90,"Business development director ","Senior","Yes",6406,0,3843,1866,0,"Short term incentive model with personal targets","Average market","Lomaraha (Holiday bonus), Individual performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS"]
["2026-02-09T09:20:29.225","Employee","No","51-55","Male","Yes","Both",30,2,6,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Turku","Product company with software as their core business",37.5,35,"Developer, Full-Stack","Senior","Yes",5000,0,3000,0,null,null,"Below market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Python","React, Django","SQL","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, DuckDB"]
["2026-02-09T09:25:35.377","Employee","No","31-35","Male","Yes","English",10,1,5,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":10},"Metacore games","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,40,"Cloud Infrastructure Engineer","Senior","No",6390,null,3834,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",1200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Go",null,"SQL","Kubernetes, Terraform, AWS","PostgreSQL, MySQL",null,"ai tools? Primary editor? :) Good job!"]
["2026-02-09T09:29:34.435","Entrepreneur","No","36-40","Male","Yes","Both",18,8,5,"101-500","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",7.35,4,"Full-stack lead developer so all of the above.",null,160000,37.5,4,"Monthly billing","Open-ended","Myself","Finland",{"$nulls":19},"macOS","TypeScript, Python, Go","Next.js, FastAPI, chi","SQL, Kafka","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MySQL, Valkey",null,"Thanks for the survey!"]
["2026-02-09T09:31:00.175","Entrepreneur","No","36-40","Male","Yes","English",16,6,7,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",-8,6,"frontend-focused full-stack development, technical leadership, architecture",80,50000,40,5,"Hourly billing","6-12 months","Agencies","Finland, Abroad",{"$nulls":19},"macOS","JavaScript, TypeScript, Java","React, Node.js, Express",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-09T09:32:48.507","Employee","No","26-30","Male","Yes","Both",7,0,3,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,100,"Developer, Full-Stack","Senior","No",5400,null,3240,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free gym membership, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Go","React, NestJS, FastAPI",null,"Docker, Kubernetes, Terraform","PostgreSQL"]
["2026-02-09T09:39:12.289","Employee","No","31-35","Female","Yes","Finnish",2,2,1,"6-10","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":11},"Tampere","Product company with software as their core business",26.25,40,"Developer, Full-Stack","Mid-level","No",2009,0,803,0,null,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop",0,null,"Windows","JavaScript, Python, PHP","Django, FastAPI","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL"]
["2026-02-09T09:39:53.997","Employee","No","31-35","Male","Yes","Finnish",6,4,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,10,"Developer, QA or Test","Senior","No",4400,100,null,0,0,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires)","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",700,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows","JavaScript, Python, Robot Framework",null,null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure"]
["2026-02-09T09:43:04.928","Employee","No","31-35","Male","Yes","Finnish",10,10,1,null,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.51,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,95,"Developer, Full-Stack","Senior","No",4567,null,2740,{"$nulls":3},"Not sure","Lomaraha (Holiday bonus)","Work laptop, Snacks and beverages in office",240,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","JavaScript, Python","Vue.js, Django",null,null,"MySQL"]
["2026-02-09T09:44:23.011","Employee","No","31-35","Male","No","English",7,2,3,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Witted Oy","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,3,"Developer, Full-Stack","Senior","No",0,7500,4500,0,0,null,"Above market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours), Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","Linux (bare metal / native)","TypeScript, Python","React, FastAPI","SQL, CYPHER","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, InfluxDB, Neo4j","Startup status; feelings checks; AI tools mandates"]
["2026-02-09T09:48:31.322","Employee","No","31-35","Male","Yes","English",12,5,null,"10000+",null,null,14,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",null,10,"Engineering Manager",null,null,7300,null,4380,null,130000,null,null,"Stock options / equity","Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS"]
["2026-02-09T09:49:14.981","Employee","No","41-45","Male","Yes","Both",19,4,6,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",4.6,{"$nulls":11},"Tampere","Consulting",37.5,0,"Developer, Full-Stack","Senior","Yes",7060,null,4250,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Other tools like high-end keyboard, mouse etc",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, TypeScript, C#","React, ASP.NET Core","SQL","Windows server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server, Redis"]
["2026-02-09T09:51:17.259","Entrepreneur","No","36-40","Male","Yes","English",19,4,5,1,"Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",-17,4,"Tech leadership as a service, Cloud architecture development, fullstack development, SaaS products",90,94000,25,6,"Hourly billing","6-12 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","TypeScript, PHP","React, Vue.js, Express","SQL, Kafka","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, MySQL, Firebase"]
["2026-02-09T09:55:06.492","Employee","No","31-35","Non-binary","Yes","English",8,2,3,"11-50","Upper secondary – general (lukio / high school equivalent)",null,7.7,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,10,"Architect, Software or Solutions","Senior","Yes",7000,null,4200,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript","React, Node.js, Express","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-09T09:55:51.045","Employee","No","31-35","Male","Yes","Finnish",10,4,4,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",3.2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Developer, Full-Stack","Mid-level","Yes",4830,100,2900,0,0,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Kotlin","React, Node.js",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Microsoft Azure","PostgreSQL, Redis"]
["2026-02-09T09:57:30.173","Employee","No","36-40","Female","Yes","Finnish",13,3,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.49,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Full-Stack","Senior","Yes",5612,{"$nulls":5},"Below market","Lomaraha (Holiday bonus)","Work laptop, Training/Courses/Education budget",200,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","React, Node.js","SQL, Airflow, dbt","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Microsoft Azure","PostgreSQL, SQL Server"]
["2026-02-09T09:58:36.691","Employee","No","31-35","Male","Yes","English",10,2,4,"10000+","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Tieto","Turku","Product company with software as their core business",37.5,5,"Cloud Infrastructure Engineer","Senior","Yes",6440,null,3865,{"$nulls":3},"Average market","Referral bonus (for successful hires)","Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Other tools like high-end keyboard, mouse etc",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit, Garage (outside work hours)","macOS",null,null,"SQL, Apache Spark","Docker, Terraform, Microsoft Azure","PostgreSQL, MongoDB"]
["2026-02-09T10:02:42.512","Employee","No","36-40","Male","Yes","Finnish",15,9,3,"1001-5000","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Gofore Oyj","Tampere","Consulting",37.5,0,"Developer, Full-Stack","Senior","Yes",5161,null,3096,{"$nulls":3},"Average market",null,"Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","TypeScript, Java","React, Spring Boot","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, SQL Server"]
["2026-02-09T10:02:46.153","Employee","No","36-40","Male","Yes","English",13,12,2,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Oulu","Product company with software as their core business",37.5,10,"Developer, Full-Stack","Senior","Yes",4700,null,2820,0,0,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Fixed-line internet to your home",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript, PHP","React",null,"Kubernetes, Google Cloud Platform (GCP)","PostgreSQL, MySQL"]
["2026-02-09T10:03:21.020","Entrepreneur","Yes, from employee to entrepreneur","41-45","Male","Yes","Finnish",15,0,7,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,0,"full-stack",86,null,37,4,"Monthly billing","12-24 months","Agencies","Finland",{"$nulls":19},"macOS","JavaScript, TypeScript, Java","React, Node.js, Spring Boot","SQL","AWS","PostgreSQL"]
["2026-02-09T10:18:12.189","Employee","No","36-40","Male","Yes","English",11,5,4,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.4,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",40,95,"Cloud Infrastructure Engineer","Senior","Yes",7100,null,4260,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","Go",null,null,"Kubernetes, Terraform, Google Cloud Platform (GCP)","PostgreSQL, MongoDB"]
["2026-02-09T10:18:59.683","Employee","No","36-40","Male","Yes","Finnish",18,1,3,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Tampere","Consulting",37.5,20,"Developer, Full-Stack","Staff / Principal / Lead","Yes",5400,null,3240,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Commission (sales or performance-based)","Health insurance, Work laptop, Free gym membership, Training/Courses/Education budget, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows","TypeScript, C#","Angular","SQL","Microsoft Azure","PostgreSQL, SQL Server","Oletko tekoälyänkyrä"]
["2026-02-09T10:23:29.159","Employee","No","31-35","Female","Yes","Finnish",6,4,2,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.72,{"$nulls":11},"Tampere","Consulting",37.5,60,"Developer, QA or Test","Mid-level","Not sure",4444,null,2666,1400,null,null,"Below market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, Python","React, Node.js","SQL","Windows server, Microsoft Azure"]
["2026-02-09T10:24:03.661","Employee","No","31-35","Male","Yes","Finnish",13,0,7,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",19,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,10,"Developer, Full-Stack","Staff / Principal / Lead","No",5850,0,0,null,28000,"Konsultit omistavat suuren osan yrityksestä yhdessä, jonka takia merkittävä osa kompensaatiosta on osinkoja.","Above market","Stock options / equity, Profit sharing","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Public transport subsidy (tax-free)",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, C#","React, Node.js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, SQL Server",null,"Oli hyvä kysely!"]
["2026-02-09T10:24:13.054","Employee","No","36-40","Male","Yes","Finnish",13,1,3,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,10,"Developer, Full-Stack","Senior","No",5875,0,2940,0,0,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","TypeScript","React, Next.js","SQL","Docker","PostgreSQL"]
["2026-02-09T10:26:08.945","Employee","No","26-30","Male","Yes","Both",6,3,2,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",5.311,{"$nulls":10},"Nordcloud","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Full-Stack","Mid-level","Yes",4770,null,2862,687,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, C#","React, ASP.NET Core","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server",null,"Good that you had the time to do this! Appreciated."]
["2026-02-09T10:29:05.447","Employee","No","> 55 yrs","Male","Yes","Finnish",30,4,6,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,2,"Architect, Software or Solutions","Senior","Yes",8300,null,5000,1000,0,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Sign-on bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership, Fixed-line internet to your home",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","Python","React, FastAPI","SQL","Linux server, Terraform, AWS","PostgreSQL, DynamoDB"]
["2026-02-09T10:43:55.844","Employee","No","26-30","Male","Yes","English",null,6,1,"11-50","Upper secondary – general (lukio / high school equivalent)",null,6.6,{"$nulls":11},"Turku","Consulting",37.5,65,"Developer, Full-Stack","Mid-level","No",4046,null,2400,800,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,null,"macOS","TypeScript, Python, PHP","React, Node.js, Django","SQL","Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MySQL"]
["2026-02-09T10:47:51.510","Employee","No","36-40","Male","Yes","Finnish",3,3,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Don't want to tell",3,{"$nulls":11},"Kuopio","Product company with software as their core business",37.5,10,"Developer, Full-Stack","Mid-level","No",3780,null,2268,1400,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Monitors for home office",300,null,"Windows + Linux VM","JavaScript, Python, PHP","Angular, Node.js, Laravel","SQL","Linux server, Docker, Microsoft Azure","PostgreSQL, Redis"]
["2026-02-09T10:51:00.407","Employee","No","26-30","Male","Yes","Both",10,4,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.6,{"$nulls":10},"Houston Inc.","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Full-Stack","Senior","Yes",6000,null,3600,{"$nulls":3},"Above market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React"]
["2026-02-09T10:51:27.297","Employee","No","36-40","Male","Yes","Both",5,5,1,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Nordcloud Oy","Kuopio","Consulting",37.5,40,"Developer, Full-Stack","Mid-level","Yes",4100,null,2460,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Referral bonus (for successful hires), Certification bonus on successful completion of selected hyperscaler cloud provider certifications.","Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, ePassi allocation",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","React, Node.js, Django","SQL, Pandas / NumPy","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Microsoft Azure","PostgreSQL, DynamoDB",null,"Thanks for your important work!"]
["2026-02-09T10:54:33.181","Employee","No","31-35","Male","Yes","Finnish",12,2,3,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,5,"Developer, Full-Stack","Staff / Principal / Lead","Yes",6700,0,4000,5300,0,"Monthly salary + yearly performance bonus","Below market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python","React, Node.js, FastAPI","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis"]
["2026-02-09T11:00:00.240","Employee","No","41-45","Male","Yes","English",16,2,5,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.8,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,80,"Developer, Full-Stack","Staff / Principal / Lead","No",6900,{"$nulls":4},"Salary + good equity, haven't had chance to cash any of it yet","Above market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, Node.js, Express","SQL","Docker, Kubernetes, Google Cloud Platform (GCP)","PostgreSQL, Redis"]
["2026-02-09T11:03:30.623","Employee","No","26-30","Male","Yes","Both",6,3,2,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",3.58,{"$nulls":11},"Jyväskylä","Consulting",37.5,80,"Developer, Full-Stack","Mid-level","Yes",5000,0,3000,360,null,"Performance bonus, 2 times a year based on H1 and H2","Average market","Lomaraha (Holiday bonus), Individual performance bonus, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Clojure","React, Clojure Script","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-09T11:24:52.432","Employee","No","31-35","Male","Yes","Finnish",10,4,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information Systems Science",{"$nulls":12},"Jyväskylä","Consulting",37.5,98,"Developer, Full-Stack","Senior",null,5040,null,3000,500,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript","React, Node.js, Express",null,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-09T11:27:44.698","Entrepreneur","Yes, from employee to entrepreneur","36-40","Male","Yes","Both",13,1,3,"6-10","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,1,"Full-stack",80,55000,40,2,"Fixed price / project-based","Open-ended","Myself","Abroad",{"$nulls":19},"macOS","JavaScript, TypeScript","React, Node.js, NestJS","SQL","Linux server, Docker, AWS","PostgreSQL, Redis"]
["2026-02-09T11:28:42.203","Employee","No","36-40","Male","Yes","English",15,1,6,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",57,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,80,"Developer, AI Apps or Physical AI","Staff / Principal / Lead","Yes",9000,0,4500,0,100000,"Nice salary + good stock options plan","Average market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",400,null,"Linux (bare metal / native)","Python, Go",null,"SQL, PyTorch, Pandas / NumPy","Linux server, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-09T11:30:16.059","Employee","No","31-35","Male","Yes","Both",15,1,7,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Albertine","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,10,"Developer, Full-Stack","Senior","No",6500,null,3900,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript","React, Node.js, Hono.js","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, Firestore"]
["2026-02-09T11:35:14.950","Employee","No","26-30","Male","Yes","Both",9,9,2,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Turku","Product company with software as their core business",37.5,0,"Developer, Backend","Senior","No",3150,0,1500,{"$nulls":3},"Below market","Lomaraha (Holiday bonus)","Work laptop, Home office equipment budget (chair, desk, etc.), Monitors for home office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Kotlin","React, Spring Boot","SQL, Snowflake / BigQuery / Redshift","Docker, Kubernetes, Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-09T11:36:35.401","Employee","No","46-50","Male","Yes","English",27,8,7,"1001-5000","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",65,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,80,"AI/ML Engineer","Staff / Principal / Lead","Yes",10700,null,5350,null,300000,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","Python, Java, Go",null,"Kafka, PyTorch, Pandas / NumPy","Kubernetes, Terraform, Google Cloud Platform (GCP)","Redis, BigQuery"]
["2026-02-09T11:39:25.479","Employee","No","46-50","Male","Yes","Both",25,1,5,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-15,{"$nulls":10},"Gofore Oyj","Seinäjoki","Consulting",37.5,95,"Developer, Full-Stack","Senior","No",6200,null,3100,0,0,null,"Average market","Lomaraha (Holiday bonus)","Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","Node.js, Express","SQL","Docker, Terraform, AWS","PostgreSQL"]
["2026-02-09T11:43:48.206","Employee","No","41-45","Male","Yes","English",9,4,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Backend","Staff / Principal / Lead","Yes",90000,null,4000,14000,2000,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Ruby","React, Node.js","SQL, Kafka","Linux server, Docker, Kubernetes","PostgreSQL, Redis"]
["2026-02-09T11:45:42.677","Employee","No","36-40","Male","Yes","English",17,4,5,"1001-5000","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",-2.91,{"$nulls":11},"Jyväskylä","Consulting",37.5,60,"Cybersecurity or InfoSec Professional","Mid-level","Yes",6156,500,3693.6,330,null,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, bike benefit",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","Python, Bash",null,"KQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure"]
["2026-02-09T12:09:05.844","Employee","No","31-35","Male","Yes","Finnish",5,3,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",36.25,20,"Developer, Full-Stack","Mid-level","Yes",4400,4550,{"$nulls":4},"Below market","Lomaraha (Holiday bonus)","Free gym membership",null,null,"Windows + WSL","Python, C++","Django","SQL, Airflow, Pandas / NumPy","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-09T12:17:54.453","Employee","No","31-35","Male","Yes","Both",8,1,4,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":11},"Tampere","Consulting",37.5,50,"Developer, Full-Stack","Senior","Yes",4200,0,2500,0,20000,"Base salary with equity and option","Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free gym membership, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Dart","React, NestJS, FastAPI","SQL","Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-09T12:26:27.303","Employee","No","26-30","Male","Yes",null,8,5,3,"51-100","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Turku","Product company with software as their core business",37.5,100,"Developer, Backend","Senior","No",5500,0,0,0,7000,null,"Average market","Stock options / equity","Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office",0,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","TypeScript","Node.js, Express","SQL","Docker","PostgreSQL"]
["2026-02-09T12:48:34.707","Employee","No","31-35","Male","Yes","English",10,1,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",-15,{"$nulls":11},"Turku","Consulting",37.5,5,"Developer, Backend","Senior","Yes",4896,480,587,700,0,null,"Average market","Lomaraha (Holiday bonus), Sign-on bonus, Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours), Snacks and beverages in office",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Java, Kotlin",null,null,"Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure"]
["2026-02-09T13:22:27.343","Entrepreneur","No","36-40","Male","Yes","Both",17,7,4,1,"Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,9,"Scrum master, server administration, architecture, backend development",75,100000,30,6,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"Linux (bare metal / native)","Python, PHP, Ruby","Ruby on Rails, Drupal","SQL","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","MySQL, Redis, MariaDB",null,"The framework listing was quite lacking; the big web frameworks were missing (Drupal, Wordpress etc. Ok, Wordpress is a CMS, but still would make sense to capture that in the query too)"]
["2026-02-09T13:24:19.700","Employee","No","36-40","Male","Yes","Both",15,11,5,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Communications Engineering",2.1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Data Developer","Senior","Yes",5942.5,0,3538.8,2645,null,"base salary + max 10% bonus","Below market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",700,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, Python, Clojure","Reagent","SQL, Snowflake / BigQuery / Redshift, RabbitMQ","Kubernetes, Terraform, AWS","PostgreSQL, DynamoDB, Opensearch"]
["2026-02-09T13:36:53.743","Employee","No","46-50","Male","Yes","English",22,5,6,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,60,"Chapter Lead","Manager or People Lead","Yes",6902,null,3459,9190,null,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Free office parking (during work hours), Free gym membership, Fixed-line internet to your home, Public transport subsidy (tax-free)",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed), Unlimited car benefit","macOS","JavaScript, TypeScript, Python",null,"Kafka","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Google Cloud Platform (GCP)","PostgreSQL, MySQL, DynamoDB"]
["2026-02-09T13:38:53.029","Employee","No","26-30","Male","Yes","Both",13,13,1,"11-50","Upper secondary – general (lukio / high school equivalent)",null,2,{"$nulls":10},"StellarQ Oy","Turku","Product company with software as their core business",37.5,90,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",4421,0,2652,0,0,null,"Below market","Lomaraha (Holiday bonus)","Work laptop, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Linux (bare metal / native)","JavaScript, TypeScript","React, Node.js","Kafka","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MongoDB"]
["2026-02-09T14:01:46.588","Entrepreneur","No","41-45","Male","Yes","Both",12,3,7,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,3,"Software development (backend)",80,130000,35,5,"Hourly billing","3-6 months","Agencies","Finland",{"$nulls":19},"Windows","Java","Spring Boot","SQL, Kafka","Docker, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, InfluxDB, DB2"]
["2026-02-09T15:02:57.458","Entrepreneur","No","46-50","Male","Yes","Both",25,1,8,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,3,"Full stack AI",100,160000,38,4,"Monthly billing","12-24 months","Myself, Agencies","Finland",{"$nulls":19},"Windows","TypeScript, Python",null,"SQL, Apache Spark, Pandas / NumPy","Terraform, Microsoft Azure","PostgreSQL, SQL Server"]
["2026-02-09T15:03:51.198","Employee","No","46-50","Male","Yes","Both",21,7,4,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Tampere","Consulting",37.5,50,"Developer, Full-Stack","Manager or People Lead","Not sure",5350,300,2650,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free gym membership, Other tools like high-end keyboard, mouse etc, Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Java","React, Vue.js, Express","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-09T15:17:49.125","Employee","No","> 55 yrs","Male","Yes","English",26,8,4,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",-1,{"$nulls":10},"Compile","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,90,"Developer, Full-Stack","Senior","Yes",0,92000,null,5000,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus","Work laptop",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","Java","Spring Boot","SQL","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","MySQL"]
["2026-02-09T15:27:19.710","Employee","No",null,null,"Yes","Both",7,null,null,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)",{"$nulls":13},"Capital region (Helsinki, Espoo, Vantaa)",null,37.5,null,"Data Engineer",null,null,5500,{"$nulls":5},"Not sure","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Work laptop",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","Python",null,"SQL, Apache Spark, Snowflake / BigQuery / Redshift",null,"SQL Server"]
["2026-02-09T15:27:51.385","Employee","No","31-35","Male","Yes","English",12,2,4,"51-100","Upper secondary – vocational (ammatillinen perustutkinto)","Arts and Humanities",1.11,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,1,"Developer, Backend","Senior","Yes",4540,null,910,0,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Fixed-line internet to your home, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, PHP, Bash","React, WordPress","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL, Redis"]
["2026-02-09T15:30:18.524","Entrepreneur","No","41-45","Male","Yes","English",25,1,8,"3-5","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-93,15,"Absolutely everything what is considered as task in Saas online business.",{"$nulls":4},"I don't do consulting","I don't do consulting","I don't do consulting","I don't do consulting",{"$nulls":19},"macOS","TypeScript","React, Node.js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL",null,"Not all entrepreneurs are selling hours. I sell software from which I can get salary with good luck."]
["2026-02-09T15:34:51.996","Entrepreneur","No","26-30","Male","Yes","Both",8,1,2,1,"Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",23.125,1,"Data science, machine learning, data analysis",98.5,71330,18,30,"Hourly billing","1-3 months","Agencies","Finland",{"$nulls":19},"Windows","Python, SQL, R",null,"SQL, scikit-learn, Pandas / NumPy","Docker, AWS, Microsoft Azure","PostgreSQL, MySQL, SQL Server"]
["2026-02-09T16:01:33.360","Employee","No","26-30","Male","Yes","English",7,0,5,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",38,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Senior","Yes",5400,{"$nulls":5},"Average market",null,"Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript","React, Next.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","Firestore"]
["2026-02-09T16:15:27.361","Employee","No","21-25","Male","Yes","Both",7,3,4,"1001-5000","Upper secondary – general (lukio / high school equivalent)",{"$nulls":13},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,5,"Architect, Software or Solutions","Staff / Principal / Lead","No",5400,null,2600,13500,null,"bonus based on company and own targets","Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, Go",null,null,"Linux server, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, SQL Server, MongoDB"]
["2026-02-09T16:20:30.999","Employee","No","36-40","Male","Yes","English",12,10,2,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.65,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Senior","Yes",6056,null,3633,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Monitors for home office, Snacks and beverages in office",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, Python, Ruby","React, Node.js, Ruby on Rails",null,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MySQL, Redis"]
["2026-02-09T16:52:21.357","Employee","No","26-30","Male","Yes","English",5,3,3,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Engineering, Manufacturing, and Construction",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,0,"Cloud Infrastructure Engineer","Mid-level","Yes",6000,null,3600,4000,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript, Python",null,null,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-09T17:16:21.328","Employee","No","41-45","Female","Yes","English",9,2,4,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Mid-level","Yes",5067,null,2432,625,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus","Work laptop, Free office parking (during work hours), Snacks and beverages in office, Public transport subsidy (tax-free)",700,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Clojure, ClojureScript","Reagent",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","Datomic"]
["2026-02-09T17:30:41.732","Employee","No","31-35","Male","Yes","Finnish",17,1,5,"51-100","Upper secondary – general (lukio / high school equivalent)",null,13,{"$nulls":10},"Fennoa","Completely distributed and remote","Product company with software as their core business",37.5,0,"Engineering Manager","Senior","Yes",6200,null,3720,2000,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, PHP",null,null,"Docker","MariaDB"]
["2026-02-09T17:54:49.117","Employee","No","41-45","Male","Yes","Both",21,12,3,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3.6,{"$nulls":11},"Tampere","Consulting",37.5,25,"Cloud Infrastructure Engineer","Staff / Principal / Lead","Yes",5700,null,3500,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Monitors for home office, Snacks and beverages in office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python",null,null,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","MongoDB, DynamoDB"]
["2026-02-09T17:59:58.065","Employee","No","31-35","Male","Yes","English",6,3,4,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":12},"A company where software is a support role (for example banks or healthcare)",37.5,5,"Data / Business Analyst","Senior","Yes",4900,null,2800,8500,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Monitors for home office",400,null,"Windows","Python",null,"SQL, Apache Spark","AWS, Microsoft Azure"]
["2026-02-09T18:10:32.589","Employee","No","36-40","Male","Yes","Both",8,1,5,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",30,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,50,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",6750,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Kotlin","Node.js","Kinesis","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","DynamoDB"]
["2026-02-09T18:19:28.891","Employee","No","51-55","Male","Yes","English",30,1,6,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Oulu","Product company with software as their core business",37.5,10,"Infrastructure Engineer (On-Prem / Data Center / Hardware / Network)","Senior","Yes",7500,null,0,0,0,"Performance bonus","Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free gym membership, Fixed-line internet to your home, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","Python, bash",null,null,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)",null,null,"Very nice!"]
["2026-02-09T18:57:30.403","Employee","No","26-30","Male","Yes","Both",7,0,6,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",8.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,75,"Developer, Full-Stack","Senior","Yes",5800,null,3480,0,12000,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","macOS","JavaScript, TypeScript, Python","React, Node.js, FastAPI","SQL, dbt","Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-09T19:00:02.744","Employee","No","46-50","Male","Yes","Finnish",23,1,6,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",20,{"$nulls":11},"Jyväskylä","Consulting",30,75,"Developer, Full-Stack","Senior","Yes",3000,2500,3300,null,null,"Peruspalkka ja noin 50% laskutuksesta ","Above market","Lomaraha (Holiday bonus), Stock options / equity, Profit sharing","Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, AI tools licenses ",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, Java","React","Pandas / NumPy","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Microsoft Azure","DynamoDB"]
["2026-02-09T19:24:18.846","Employee","No","31-35","Male","Yes","Both",15,8,3,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,90,"System Administrator","Manager or People Lead","Yes",5100,null,2550,800,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS",null,null,"SQL","Linux server, Windows server, Microsoft Azure","MySQL","Amount of days need to be at customer office"]
["2026-02-09T20:16:17.364","Employee","No","31-35","Male","Yes","Both",8,7,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Developer, Full-Stack","Senior","Yes",5600,null,3360,0,null,null,"Average market",null,"Health insurance, Work laptop, Free office parking (during work hours), Snacks and beverages in office",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Node.js, Express",null,"Linux server, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MongoDB, Redis, Realm"]
["2026-02-09T20:18:32.954","Employee","No","36-40","Male","Yes","Finnish",14,5,6,"51-100","Upper secondary – general (lukio / high school equivalent)",null,0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Developer, Full-Stack","Senior","No",5870,{"$nulls":3},32000,null,"Average market","Stock options / equity","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office",400,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","JavaScript, TypeScript","React, Vue.js, Node.js","SQL","Kubernetes, Terraform, Microsoft Azure","PostgreSQL, Redis"]
["2026-02-09T20:36:03.431","Employee","No","46-50","Male","Yes","English",26,16,2,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.1,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,5,"Cybersecurity or InfoSec Professional","Staff / Principal / Lead","Yes",7200,null,4320,0,0,null,"Below market","Company performance bonus, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Free office parking (during work hours), Snacks and beverages in office, Public transport subsidy (tax-free)",900,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL",{"$nulls":3},"Linux server, Windows server, Microsoft Azure","PostgreSQL, SQL Server"]
["2026-02-09T21:49:22.157","Employee","No","41-45","Male","Yes","English",21,0,5,"501-1000","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,90,"Developer, Backend","Staff / Principal / Lead","No",8500,null,5100,0,38000,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Java, Rust, C++",null,"SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Google Cloud Platform (GCP)","MySQL, Redis, "]
["2026-02-09T22:11:59.400","Employee","No","31-35","Male","Yes","Both",3,3,1,"101-500","Upper secondary – general (lukio / high school equivalent)",null,20,{"$nulls":10},"Easor","Oulu","Product company with software as their core business",37.5,15,"Developer, Full-Stack","Mid-level","Yes",3600,0,2160,0,0,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work laptop, Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc",400,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","TypeScript, C#","React, ASP.NET Core","SQL","Windows server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-02-09T22:21:30.305","Employee","No","41-45","Male","Yes","Both",6,6,1,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",7.59,{"$nulls":11},"Turku","Mostly consulting, but also own product",37.5,20,"Developer, Full-Stack","Senior","Yes",3782,0,2245.2,863,0,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Work laptop, Free office parking (during work hours), Snacks and beverages in office",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows","C#","ASP.NET Core","SQL","Windows server, CI/CD (GitHub Actions, GitLab CI, Jenkins)","SQL Server"]
["2026-02-09T23:00:10.706","Employee","No","36-40","Male","Yes","English",16,1,5,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Engineering, Manufacturing, and Construction",1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,10,"System Administrator","Senior","No",9250,null,5550,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office",480,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Linux (bare metal / native)","Python, PHP, Bash",null,"SQL, TensorFlow, PyTorch","Linux server, Docker, Ansible","PostgreSQL, MySQL"]
["2026-02-10T09:29:50.227","Employee","No","36-40","Male","Yes","English",19,11,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":10},"Sharetribe","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,40,"Developer, Full-Stack","Staff / Principal / Lead","Not sure",6840,null,0,0,0,"Vaihdoin kaikki lomarahat lomaksi, siksi merkkasin 0e lomarahaa","Average market","Lomaraha (Holiday bonus), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",250,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, Java, Clojure/Script","React, Pedestal / reagent / re-frame (Clojure)",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis, Datomic"]
["2026-02-10T09:45:49.234","Employee","No","36-40","Male","Yes","English",16,3,6,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.2,{"$nulls":11},"Tampere","A company where software is a support role (for example banks or healthcare)",37.5,4,"Developer, Backend","Mid-level","Yes",5278.85,null,2639.43,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Linux (bare metal / native)","Python, PHP","FastAPI","SQL, Kafka","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-10T09:57:06.340","Employee","No","31-35","Male","Yes","Both",10,10,2,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Tampere","Consulting",37.5,20,"Developer, Full-Stack","Senior","No",4500,0,2600,2900,0,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript","React, Next.js, Node.js","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-10T10:59:59.394","Employee","No","41-45","Male","Yes","Both",23,3,6,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Architect, Software or Solutions","Senior","Yes",95000,null,4750,null,15000,null,"Above market","Lomaraha (Holiday bonus), Sign-on bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office",null,null,"macOS",{"$nulls":3},"AWS"]
["2026-02-10T11:07:08.930","Entrepreneur","No","36-40","Male","Yes","Both",15,4,5,2,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,4,"backend,frontend,architecture,devops,CIAM",85,130000,37.5,3,"Hourly billing","3-6 months","Agencies","Finland",{"$nulls":19},"macOS","JavaScript, Python, Java","React, Next.js, FastAPI","SQL, Kafka, Pandas / NumPy","Linux server, Docker, Kubernetes","PostgreSQL, MySQL, Redis"]
["2026-02-10T14:11:24.541","Entrepreneur","No","41-45","Male","Yes","English",17,0,10,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",13,6,"full-stack software development",85,110000,37.5,5,"Hourly billing","6-12 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","JavaScript, TypeScript, Python","React, Node.js, FastAPI","SQL, Airflow, Kafka","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-10T15:02:24.765","Employee","No","41-45","Male","Yes","Both",20,4,6,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)","+12",{"$nulls":11},"Turku","Product company with software as their core business",37.5,20,"CTO","Manager or People Lead","No",5475,0,3285,0,null,null,"Below market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Kulttuuri/virike-etu 400€/v",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python","React, Vue.js, Django",null,null,"PostgreSQL, Redis"]
["2026-02-10T16:57:38.020","Employee","No","26-30","Male","Yes","English",5,1,5,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",40,0,"Data Scientist","Staff / Principal / Lead","Yes",5000,null,3000,0,0,null,"Below market","Stock options / equity","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free gym membership",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python",null,"scikit-learn, Pandas / NumPy","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","DynamoDB"]
["2026-02-10T17:38:07.650","Employee","No","26-30","Male","Yes","Both",5,0,3,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",19.3,{"$nulls":10},"Nitor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Full-Stack","Mid-level","Yes",4250,1000,2550,0,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Kotlin","React, Vue.js, Express",{"$nulls":4},"Leave out the os questions"]
["2026-02-10T18:11:58.878","Employee","No","36-40","Male","Yes","Both",11,5,3,"51-100","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Natural Sciences, Mathematics, and Statistics",2.4,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Full-Stack","Senior","Yes",5793.88,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Sign-on bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, NestJS","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-10T20:39:09.940","Employee","No","46-50","Male","Yes","Both",20,10,3,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",12,{"$nulls":11},"Turku","A company where software is a support role (for example banks or healthcare)",37.5,75,"Cybersecurity or InfoSec Professional","Manager or People Lead","Yes",4500,null,2700,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, C#","React, ASP.NET Core","SQL","Linux server, Windows server, Microsoft Azure","PostgreSQL, SQL Server, SQLite"]
["2026-02-10T21:21:46.378","Employee","No","36-40","Male","Yes","English",15,5,5,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Exove","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,3,"Developer, Full-Stack","Senior","Yes",4500,null,2700,0,null,null,"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript, PHP","React, Node.js, WordPress",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","MySQL"]
["2026-02-10T22:51:42.283","Employee","No","36-40","Male","Yes","English",9,0,5,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",9.23,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Senior","Yes",7100,null,4260,0,0,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus","Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python","React, Next.js, FastAPI","SQL, MLflow","Linux server, Docker, AWS","PostgreSQL, Redis"]
["2026-02-10T22:59:09.074","Employee","No","31-35","Male","Yes","English",10,2,5,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",20,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,25,"Developer, Mobile","Staff / Principal / Lead","No",6250,null,3600,0,0,null,"Above market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","Python, Kotlin",null,null,"CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-11T08:41:01.021","Entrepreneur","No","36-40","Male","Yes","Finnish",15,4,4,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-5,4,"Cloud, DevOps, project management, cybersec",90,150000,37.5,6,"Hourly billing","12-24 months","Myself, Agencies","Finland",{"$nulls":19},"Linux (bare metal / native)","TypeScript, Python, Go","Node.js",null,"Kubernetes, Terraform, AWS","PostgreSQL, MySQL, DynamoDB"]
["2026-02-11T08:57:19.567","Employee","No","36-40","Male","Yes","Finnish",17,4,6,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,100,"Developer, Frontend","Senior","Not sure",6000,0,3000,{"$nulls":3},"Not sure",null,"Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free gym membership, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",700,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, C++, Dart","React","SQL","Docker, Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-11T10:41:37.880","Employee","No","31-35","Female","Yes","Both",3,3,1,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Arts and Humanities",9.4,{"$nulls":11},"Turku","Consulting",37.5,40,"AI Specialist","Mid-level","Yes",3489,null,2093,300,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","Python",null,"SQL, scikit-learn, Pandas / NumPy","Microsoft Azure","SQL Server, Oracle"]
["2026-02-11T13:16:19.804","Employee","No","26-30","Male","Yes","Both",4,1,3,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",5,{"$nulls":11},"Lappeenranta","Consulting",37.5,15,"Developer, Full-Stack","Mid-level","No",3550,0,817,0,0,"Only fixed salary on this period","Below market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","React, Angular, Django","SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Microsoft Azure","PostgreSQL, MySQL, Redis"]
["2026-02-11T13:29:01.355","Employee","No","41-45","Male","Yes","Both",12,3,2,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Developer, Full-Stack","Senior","No",4980,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, C#","React","SQL","Microsoft Azure","SQL Server"]
["2026-02-11T15:37:39.993","Employee","No","31-35","Female","Yes","Both",7,4,3,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",2.27,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,50,"Developer, Frontend","Senior","Yes",4807,null,2884.2,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires)","Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1100,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React"]
["2026-02-11T16:19:44.314","Employee","No","31-35","Male","Yes","Both",6,2,2,"101-500","Upper secondary – vocational (ammatillinen perustutkinto)","Engineering, Manufacturing, and Construction",3.06,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",36.25,2,"Developer, Full-Stack","Mid-level","No",4380,0,2704,1430,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Monitors for home office",800,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Employer-subsidised commuter ticket (taxed)","Windows","JavaScript, TypeScript, C#","React, ASP.NET Core",null,"Docker, Microsoft Azure","PostgreSQL"]
["2026-02-12T07:42:07.424","Employee","No","46-50","Male","Yes","English",25,4,6,"1001-5000","Licentiate degree (lisensiaatti)","Information and Communication Technologies (ICT / Computer Science)",7,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",45,100,"Developer, Full-Stack","Staff / Principal / Lead","Yes",8000,null,4800,null,50000,null,"Above market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Python, Go","React, Node.js, Express","SQL, Kafka, Snowflake / BigQuery / Redshift","Docker, Kubernetes, Terraform","PostgreSQL, MongoDB, Apache Druid"]
["2026-02-12T12:34:28.086","Employee","No","36-40","Male","Yes","Both",9,4,3,"5001-10000","Doctorate (PhD / tohtori)","Natural Sciences, Mathematics, and Statistics",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",34,50,"Data Scientist","Mid-level","Yes",5500,null,3300,4200,null,"Base salary + about 0-2 months' worth of bonus based on reaching revenue, EBITDA, eNPS, and safety targets","Average market","Lomaraha (Holiday bonus), Company performance bonus","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","Python, Bash",null,"SQL, Snowflake / BigQuery / Redshift, Pandas / NumPy","Docker, Terraform, AWS","PostgreSQL, DynamoDB"]
["2026-02-12T17:07:26.563","Entrepreneur","No","36-40","Male","Yes","Finnish",30,13,8,2,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,13,"SaaS",{"$nulls":7},"Finland, Abroad",{"$nulls":19},"Linux (bare metal / native)","TypeScript, Go","htmx lately","SQL","Linux server, Docker, Ansible","PostgreSQL, Redis, sqlite",null,"I'm a product entrepreneur, not a contractor"]
["2026-02-12T17:07:52.128","Entrepreneur","No","36-40","Male","Yes","Both",15,5,3,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,5,"Security consulting(SecDevOps, security testing, training)",90,90000,21,8,"All above and bug bounties","Varies significantly","Myself, Partner companies, bug bounties","Finland, Abroad",{"$nulls":19},"Linux (bare metal / native)","JavaScript, Python, Rust",null,null,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-12T17:08:58.043","Employee","No","16-20","Male","Yes","Finnish",2,0,2,"6-10","Upper secondary – general (lukio / high school equivalent)","Natural Sciences, Mathematics, and Statistics",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",40,90,"Founder, Technology or Otherwise","Staff / Principal / Lead","No",2800,{"$nulls":4},"4% total equity","Average market","Stock options / equity","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",null,null,"Linux (bare metal / native)","TypeScript","React","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-12T17:14:25.539","Employee","No","41-45","Male","Yes","English",20,5,5,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Aiven","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Backend","Senior","No",6700,0,4020,0,0,"options, but not able to get any money yet","Average market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",1050,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","Python, Java",null,"SQL, Kafka","Linux server, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-12T17:37:13.479","Entrepreneur","No","41-45","Non-binary","Yes","Both",15,5,6,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,5,"Data eng, cloud",95,150000,35,8,"Hourly billing","Varies significantly","Myself, Agencies","Finland, Abroad",{"$nulls":19},"macOS","TypeScript, Python, Go","React, Vue.js, Spring Boot","Apache Spark, Airflow, dbt","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Cassandra, DynamoDB"]
["2026-02-12T17:40:02.384","Employee","No","41-45","Male","Yes","Finnish",17,8,6,"501-1000","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,10,"Developer, Full-Stack","Senior","Yes",6000,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Linux (bare metal / native)","TypeScript, Scala, Clojure","React, Next.js, Spring Boot","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-12T17:42:56.356","Employee","No","36-40","Male","Yes","Finnish",8,8,1,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Engineering, Manufacturing, and Construction",1,{"$nulls":11},"Tampere","Consulting",37.5,20,"Developer, Full-Stack","Mid-level","No",4500,null,2800,0,0,null,"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, Kotlin","React, Spring Boot","SQL","Kubernetes, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-12T17:45:11.044","Employee","No","46-50","Male","Yes","Both",28,5,8,"11-50","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Wunderdog","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,80,"Developer, Full-Stack","Staff / Principal / Lead","Yes",7800,0,9360,0,0,null,"Above market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires)","Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",1200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","React, Angular, Next.js","SQL, Kafka","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-12T17:50:54.230","Employee","No","31-35","Male","Yes","English",10,4,3,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"US","Product company with software as their core business",40,100,"Developer, Backend","Senior","Yes",17500,null,null,15000,17000,"Base + 10% bonus + stock options","Average market","Company performance bonus, Stock options / equity, 401k 4% match","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.)",null,null,"macOS","PHP, Go","React, Vue.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MySQL, Redis","Series A startup"]
["2026-02-12T17:52:22.063","Employee","No","31-35","Male","Yes","Both",5,3,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",4,{"$nulls":11},"Jyväskylä","Consulting",37.5,60,"Data Engineer","Senior","No",4750,null,2375,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","Python",null,"SQL, Snowflake / BigQuery / Redshift, Agile Data Engine","Linux server, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS"]
["2026-02-12T17:55:46.725","Employee","No","41-45","Male","Yes","Finnish",9,7,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Senior","No",5800,0,3480,1700,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, On-call compensation (standby pay)","Health insurance, Work laptop, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",250,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, Clojure, Bash",null,null,"Docker, Kubernetes, Microsoft Azure","PostgreSQL"]
["2026-02-12T18:08:00.552","Employee","No","36-40","Female","Yes","Both",4,4,1,"5001-10000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Arts and Humanities",3.4,{"$nulls":10},"Vivicta","Vaasa","Product company with software as their core business",37.5,10,"Service desk","Junior / Entry-level","Yes",2736,null,1641.87,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Individual performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours), Training/Courses/Education budget",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows",{"$nulls":3},"Windows server, Microsoft Azure",null,"Question about \"did you change career to IT from another field?\". Alanvaihtajat 😁","Yayyy, we have a survey! Thank you!"]
["2026-02-12T18:30:43.494","Employee","No","31-35","Male","Yes","Finnish",4,1,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Arts and Humanities",12.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",26,25,"Developer, Full-Stack","Mid-level","No",3120,null,1560,1378,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus","Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",550,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript, C++","Node.js, Express, SolidJS",null,"Linux server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Heroku","PostgreSQL"]
["2026-02-12T18:44:34.258","Employee","No","36-40","Male","Yes","English",13,4,5,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5.1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,40,"Developer, Full-Stack","Senior","No",7200,{"$nulls":4},"Salary + options","Above market","Stock options / equity","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, Node.js","SQL","Kubernetes, Terraform, Google Cloud Platform (GCP)","PostgreSQL, Redis"]
["2026-02-12T19:02:59.844","Employee","No","26-30","Male","Yes","Both",5,1,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",29,{"$nulls":11},"Tampere","Consulting",37.5,20,"Developer, Full-Stack","Mid-level","Yes",5100,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, C#","Angular, Node.js, ASP.NET Core","SQL, Apache Spark, KQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, SQL Server"]
["2026-02-12T19:22:50.837","Employee","No","41-45","Male","Yes","Both",20,3,7,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Developer, Full-Stack","Senior","No",0,7500,3500,0,0,"Provision only","Above market","Lomaraha (Holiday bonus)","Health insurance, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget",0,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, Python, Java","Vue.js, Express, Spring Boot","SQL, Kafka","Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, SQL Server"]
["2026-02-12T19:24:32.865","Employee","No","36-40","Male","Yes","Finnish",20,10,5,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,10,"Developer, Backend","Staff / Principal / Lead","Yes",6600,null,4000,{"$nulls":3},"Above market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Go",null,"Snowflake / BigQuery / Redshift","Linux server, Kubernetes, Ansible","PostgreSQL"]
["2026-02-12T19:47:00.723","Employee","No","36-40","Male","Yes","Both",11,6,3,"10000+","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",4.8,{"$nulls":11},"Oulu","A company where software is a support role (for example banks or healthcare)",37.5,75,"Developer, Backend","Senior","No",6150,null,3680,10000,null,"Base + annual bonus (+ personnel fund)","Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Kotlin",null,"SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-12T19:48:38.187","Employee","No","41-45","Male","Yes","English",16,5,4,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Desktop or Enterprise Applications","Senior","Yes",8900,null,4450,3000,null,"1000eur benefit for sports & other equipment","Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Monitors for home office",null,null,"macOS","TypeScript, Go","React, Node.js, Electron",null,"Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-12T20:22:20.557","Employee","No","31-35","Male","Yes","English",10,5,4,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Jyväskylä","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Staff / Principal / Lead","Yes",5000,null,3000,0,null,null,"Below market",null,"Health insurance, Work laptop",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows + WSL","TypeScript, Java, C++","React, Node.js","SQL, Pandas / NumPy","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","MySQL, DynamoDB"]
["2026-02-12T20:32:10.824","Employee","No","46-50","Male","Yes","English",25,4,4,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,5,"Developer, Embedded Applications or Devices","Senior","Not sure",7400,0,4500,5000,null,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity","Health insurance, Work laptop, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",500,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","JavaScript, C++, qml"]
["2026-02-12T20:36:33.550","Employee","No","31-35","Male","Yes","English",12,7,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Engineering, Manufacturing, and Construction",1.01,{"$nulls":10},"Polar Squad Oy","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"DevOps Engineer or Professional","Staff / Principal / Lead","No",6082,0,3649.2,0,0,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free), Dental care, nanny for sick children, bike benefit",1660,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","TypeScript","React, Node.js","Kafka, NoSQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-12T22:18:18.698","Employee","No","21-25","Male","Yes","Finnish",2,1,3,"3-5","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",100,{"$nulls":11},"Fully remote work","Product company with software as their core business",40,0,"Developer, Full-Stack","Mid-level","Not sure",3000,null,1600,{"$nulls":3},"Below market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Monitors for home office",400,null,"macOS","JavaScript, TypeScript, C#","Vue.js, ASP.NET Core","SQL","Linux server, Microsoft Azure","SQL Server"]
["2026-02-12T23:03:36.373","Entrepreneur","No","46-50","Male","Yes","Both",28,10,5,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",20,10,{"$nulls":28},"macOS","All GenAI","All GenAI","All GenAI","All GenAI","All GenAI"]
["2026-02-13T02:12:02.017","Employee","No","41-45","Male","Yes","English",20,5,4,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",4,{"$nulls":10},"Mozilla","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,25,"Developer, Full-Stack","Staff / Principal / Lead","Yes",9100,null,5455,42500,null,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Referral bonus (for successful hires)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office",0,null,"macOS","JavaScript, TypeScript, Python","React, Django","SQL","Linux server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL",null,"Should also ask about income from non-primary employer, such as funding for open-source development"]
["2026-02-13T07:24:19.104","Entrepreneur","No","31-35","Male","Yes","Finnish",11,3,2,1,"Master’s degree – university (FM, KTM, DI, etc.)","Agriculture, Forestry, Fisheries, and Veterinary",0,3,"Data",95,160000,37.5,5,"Hourly billing","6-12 months","Agencies","Finland",{"$nulls":19},"macOS","Python",null,"SQL, dbt, Snowflake / BigQuery / Redshift","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS"]
["2026-02-13T08:02:56.393","Employee","No","36-40","Male","Yes","Both",13,2,3,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",45,20,"Architect, Software or Solutions","Senior","Yes",8300,null,5000,6000,8000,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Monitors for home office",0,null,"Linux (bare metal / native)","Python",null,null,"Linux server, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-13T08:33:29.216","Employee","Yes, from entrepreneur to employee","26-30","Male","Yes","Both",6,1,3,"6-10","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,2,"Developer, Full-Stack","Mid-level","Not sure",4000,null,2600,null,8000,null,"Average market","Lomaraha (Holiday bonus)","Work remotely from abroad (1 week or more), Work laptop",null,null,"macOS","JavaScript, TypeScript","React, Node.js, Express",null,"Docker, Render","PostgreSQL"]
["2026-02-13T08:54:19.004","Employee","No","36-40","Female","Yes","Both",5,4,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",6.9,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,80,"Product Manager","Manager or People Lead","Not sure",3850,null,1925,{"$nulls":3},"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows",{"$nulls":3},"CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure"]
["2026-02-13T09:07:53.621","Employee","No","36-40","Male","Yes","Finnish",10,5,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.6,{"$nulls":11},"Tampere","Public or third sector",37.15,10,"Developer, Mobile","Staff / Principal / Lead","No",6150,0,null,0,0,null,"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Kotlin",null,null,"CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-13T09:34:35.050","Employee","No","41-45","Male","Yes","English",7,4,2,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",9,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,5,"Senior Software Engineer","Senior","Yes",5350,null,3200,null,null,"Stock options, value somewhere between 0 and 100000","Average market","Lomaraha (Holiday bonus), Stock options / equity","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python","React, Express, Django","SQL","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-13T10:12:50.944","Employee","No","31-35","Prefer not to say","Yes","Both",10,2,5,"10000+","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,30,"Developer, Full-Stack","Senior","No",4576,0,1464,0,0,null,"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",0,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","JavaScript, TypeScript, PHP","React, Laravel, Ember","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","MySQL"]
["2026-02-13T11:14:52.457","Employee","No","51-55","Male","Yes","Both",26,11,4,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",36.25,50,"Data Engineer","Senior","No",5281,null,3709,4122,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Bash","Django, FastAPI","SQL, scikit-learn, Pandas / NumPy","Linux server, Docker, Google Cloud Platform (GCP)","PostgreSQL, InfluxDB, SQLite, DuckDB"]
["2026-02-13T12:03:07.388","Employee","No","41-45","Male","Yes","Both",20,1,5,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",25,{"$nulls":12},"A company where software is a support role (for example banks or healthcare)",37.5,5,"Architect, Software or Solutions",null,null,10200,null,5000,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, On-call compensation (standby pay)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","TypeScript, Python, C#","Node.js, ASP.NET Core, ","SQL, scikit-learn, Pandas / NumPy","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, SQL Server, "]
["2026-02-13T15:15:03.674","Employee","No","31-35","Male","Yes","Finnish",10,4,null,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":10},"Yleisradio","Tampere","Public or third sector",37,40,"Developer, Full-Stack","Senior","No",5564,null,4006,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate)","Work laptop, Free office parking (during work hours), Free gym membership",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","TypeScript, Scala, Clojure","React, Scalatra","SQL","Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-13T16:54:57.540","Employee","No","26-30","Male","Yes","Finnish",8,4,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":10},"Gofore","Jyväskylä","Consulting",37.5,20,"Developer, Full-Stack","Mid-level","No",4109,null,2050,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Individual performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Snacks and beverages in office",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, C#","React, Angular, ASP.NET Core","SQL","Windows server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server, Oracle"]
["2026-02-13T19:20:06.595","Employee","No","36-40","Male","Yes","Both",23,3,7,"10000+","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,40,"Engineering Manager","Staff / Principal / Lead","Yes",8100,0,4900,10000,0,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Snacks and beverages in office",200,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","macOS","TypeScript","React, Next.js, Node.js","SQL, Kafka, dbt","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB",null,"Role options were quite limiting"]
["2026-02-13T21:14:16.610","Employee","No","36-40","Male","Yes","Both",7,3,2,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",7.8,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Backend","Mid-level","Yes",5333,null,2666,4650,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop",350,null,"Windows","TypeScript, Java","React, Spring Boot","SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure"]
["2026-02-13T21:15:57.563","Entrepreneur","No","41-45","Male","Yes","Finnish",19,5,4,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,5,"full stack",70,120000,37.5,6,"Hourly billing","6-12 months","Myself, Agencies","Finland",{"$nulls":19},"Windows","TypeScript, C#, Bash","React, Node.js, ASP.NET Core","SQL","Windows server, Docker, Microsoft Azure","PostgreSQL, SQL Server",null,"very cool"]
["2026-02-13T21:35:44.324","Employee","No","31-35","Male","Yes","Both",10,2,4,"6-10","Upper secondary – general (lukio / high school equivalent)","No completed degree",11,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,75,"Developer, Full-Stack","Senior","No",5000,null,0,0,null,"Startup options, 1-2% stake over 4 years","Below market","On-call compensation (standby pay)","Health insurance, Work laptop",0,null,"macOS","TypeScript","React, Node.js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis"]
["2026-02-13T22:41:01.148","Entrepreneur","No","31-35","Male","Yes","Finnish",4,3,3,"3-5","Master’s degree – university (FM, KTM, DI, etc.)","Health and Welfare",0,3,"Full stack",40,70000,37.5,4,"Hourly billing","12-24 months","Myself","Finland",{"$nulls":19},"Windows","JavaScript, TypeScript","React, Next.js, Express",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MongoDB"]
["2026-02-13T23:50:16.242","Employee","No","31-35","Male","Yes","English",4,4,1,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",10.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,5,"Developer, Full-Stack","Mid-level",null,4200,null,2520,600,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Python, PHP","Vue.js, FastAPI, Symfony","SQL","Linux server, Docker","MySQL, MongoDB"]
["2026-02-14T09:01:53.371","Employee","No","41-45","Female","Yes","Both",25,5,15,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",41,10,"Product Manager","Staff / Principal / Lead","No",3600,4600,4500,0,null,null,"Above market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript, Bash","React, Node.js, Express","SQL","Linux server, Docker, Ansible","PostgreSQL, MongoDB"]
["2026-02-14T09:13:48.553","Employee","No","31-35","Male","Yes","English",8,3,4,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Remote","Product company with software as their core business",40,0,"Developer, Backend","Staff / Principal / Lead","Yes",8500,null,5100,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",null,null,"macOS","Go",null,"SQL, Kafka","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-14T13:40:29.694","Employee","No","46-50","Male","Yes","Both",28,8,6,"501-1000","Doctorate (PhD / tohtori)","Information and Communication Technologies (ICT / Computer Science)",1.8,{"$nulls":10},"Reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,90,"AI/ML Engineer","Senior","Yes",7053,0,3808,80,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires), On-call compensation (standby pay)","Work laptop, Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free), pretty good healthcare at Mehiläinen, not through insurance",1650,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Go","Node.js, Flask, FastAPI","Airflow, Snowflake / BigQuery / Redshift, Pandas / NumPy","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis"]
["2026-02-14T21:19:44.967","Employee","No","26-30","Female","Yes","Finnish",2,0,4,"6-10","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,60,"Developer, Full-Stack","Junior / Entry-level","Not sure",2500,0,null,0,0,null,"Not sure","Company performance bonus","Work laptop, Free gym membership, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, Python",null,"SQL","Docker","PostgreSQL"]
["2026-02-14T22:27:58.661","Employee","No","41-45","Male","Yes","English",18,6,5,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Staff / Principal / Lead","Yes",11800,null,7000,16000,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Fixed-line internet to your home, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Scala, ","React","SQL","Linux server, Docker, Ansible","PostgreSQL, Redis, Elasticsearch"]
["2026-02-14T23:53:57.692","Employee","No","36-40","Male","Yes","Both",10,3,4,"51-100","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Oulu","Consulting",37.5,0,"Developer, Full-Stack","Senior","No",4000,2800,4160,0,0,null,"Above market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",0,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Go","React, Node.js, NestJS",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis"]
["2026-02-15T07:22:29.038","Employee","No","36-40","Male","Yes","English",15,4,5,"501-1000","Upper secondary – general (lukio / high school equivalent)",{"$nulls":13},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,40,"Engineering Manager","Staff / Principal / Lead","Yes",8500,null,4250,200000,400000,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Sign-on bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Java",null,null,"Terraform, AWS","DynamoDB"]
["2026-02-15T14:35:40.957","Employee","No","41-45","Male","Yes","Finnish",22,7,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.6,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,30,"Engineering Manager","Manager or People Lead","Yes",91000,0,4380,8600,0,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, On-call compensation (standby pay)","Work laptop, Training/Courses/Education budget, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Clojure",null,"SQL","Kubernetes, Microsoft Azure","PostgreSQL",null,"Erittäin hyvä kysely, kiitos!"]
["2026-02-15T21:11:02.084","Employee","No","26-30","Male","Yes","Both",6,0,3,"5001-10000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",38,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,60,"Developer, Full-Stack","Mid-level","Yes",5250,null,1900,4500,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours)",null,null,"macOS","JavaScript, TypeScript, Java","React, Node.js, Express",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","DynamoDB"]
["2026-02-16T08:13:10.975","Employee","No","31-35","Male","Yes","English",8,3,4,"5001-10000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,10,"Developer, Full-Stack","Senior","Yes",5900,1000,3500,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Stock options / equity, On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","macOS","TypeScript","React, Next.js, Node.js","SQL","Docker, Terraform, Microsoft Azure","MySQL"]
["2026-02-16T08:18:12.754","Employee","No","36-40","Male","Yes","Both",17,2,6,"11-50","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Oulu","Product company with software as their core business",37.5,40,"Developer, Backend","Staff / Principal / Lead","Yes",7500,0,0,0,0,null,"Average market","Company performance bonus, Stock options / equity","Health insurance, Work laptop, Snacks and beverages in office",0,null,"macOS","TypeScript","Node.js, Express, NestJS","SQL, Airflow, Snowflake / BigQuery / Redshift","Kubernetes, Terraform, AWS","PostgreSQL, DynamoDB"]
["2026-02-16T08:29:04.586","Entrepreneur","No","41-45","Male","Yes","Finnish",20,4,4,"3-5","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-6,4,"Software development, full-stack",80,140000,38,5,"Hourly billing","Over 24 months","Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Java, Kotlin","React, Express, Spring Boot","SQL","Kubernetes, Terraform, AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-16T08:53:12.653","Employee","No","41-45","Male","Yes","English",18,4,4,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Turku","Consulting",37.5,0,"Developer, Full-Stack","Senior","No",3000,3750,4050,0,0,"base + 50% of hours invoiced","Average market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires)","Work laptop, Other tools like high-end keyboard, mouse etc, Monitors for home office",84,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Java","React, FastAPI, Spring Boot","SQL","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Databricks"]
["2026-02-16T08:56:53.756","Employee","No","31-35","Female","Yes","Finnish",9,7,2,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",0,{"$nulls":11},"Tampere","Consulting",37.5,30,"Developer, Desktop or Enterprise Applications","Senior","Not sure",5520,0,1130,520,0,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","Windows",{"$nulls":3},"Microsoft Azure"]
["2026-02-16T08:58:59.863","Employee","No","31-35","Male","Yes","Both",12,0,5,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",20,{"$nulls":10},"Oura","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Platform Engineer","Senior","Yes",7100,0,4200,null,50000,"Base salary + RSU","Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","TypeScript, Python","Express",null,"Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS"]
["2026-02-16T09:10:59.242","Employee","No","46-50","Male","Yes","Both",26,2,null,"6-10","Upper secondary – general (lukio / high school equivalent)",null,0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Senior","No",6000,null,3000,null,0,null,"Below market","Lomaraha (Holiday bonus), Stock options / equity",{"$nulls":3},"macOS","JavaScript, TypeScript, Go","React, Express","SQL, Kafka","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, Redis"]
["2026-02-16T09:30:48.048","Employee","No","31-35","Male","Yes","English",10,3,3,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":11},"Tampere","Consulting",37.5,90,"DevOps Engineer or Professional","Senior","No",5100,null,2500,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","Linux (bare metal / native)","Python, Bash",null,null,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","DynamoDB"]
["2026-02-16T09:52:20.152","Employee","No","26-30","Male","Yes","Finnish",2,0,2,"5001-10000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Kela","Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",38,80,"Developer, QA or Test","Junior / Entry-level","No",2320,{"$nulls":5},"Below market",null,null,100,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit)","Windows","TypeScript, Java","React, Spring Boot","SQL","Kubernetes","PostgreSQL"]
["2026-02-16T09:53:41.702","Employee","No","31-35","Male","Yes","Finnish",6,2,3,"101-500","Upper secondary – general (lukio / high school equivalent)",{"$nulls":13},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37,1,"Data Engineer","Staff / Principal / Lead","Yes",6700,null,4020,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop",200,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit)","macOS","Python, Bash",null,"Airflow, dbt, Snowflake / BigQuery / Redshift","Docker, Google Cloud Platform (GCP)"]
["2026-02-16T10:17:17.392","Employee","No","31-35","Male","Yes","English",12,1,7,"11-50","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Mid-level","No",5600,null,3360,0,null,null,"Average market",null,"Work remotely from abroad (1 week or more), Work laptop",400,null,"macOS","TypeScript, Python, Bash","React, Next.js, Node.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis"]
["2026-02-16T10:32:22.447","Employee","No","36-40","Male","Yes","Both",16,5,8,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Engineering Manager","Manager or People Lead","Yes",6000,0,3600,0,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Monitors for home office",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript, PHP","React, Next.js, Node.js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, MySQL, Redis"]
["2026-02-16T10:48:00.326","Entrepreneur","No","36-40","Male","Yes","Both",20,2,6,"3-5","Upper secondary – general (lukio / high school equivalent)",null,null,2,"Full-stack software development and architecture",null,90000,null,null,"Monthly billing","Over 24 months",{"$nulls":21},"macOS","TypeScript","Next.js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","MySQL"]
["2026-02-16T11:44:10.983","Employee","No","31-35","Male","Yes","Finnish",7,5,2,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Turku","Consulting",37.5,0,"Developer, Full-Stack","Senior","No",4928,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",400,null,"Windows","TypeScript, Python","React, Next.js, Django","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, MySQL, Oracle"]
["2026-02-16T12:02:54.466","Entrepreneur","No","16-20","Male","Yes","Finnish",5,null,6,1,"Basic education (peruskoulu / compulsory education)",null,17,5,"Full-stack development, web development",70,29000,23,34,"Hourly billing","12-24 months","Myself","Finland",{"$nulls":19},"Linux (bare metal / native)","TypeScript, Python, PHP","React, Vue.js",null,"Linux server, Docker, Microsoft Azure","PostgreSQL, MySQL, Redis"]
["2026-02-16T12:24:08.055","Employee","No","41-45","Male","Yes","Both",18,null,null,"11-50","Upper secondary – general (lukio / high school equivalent)",null,5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,null,"Developer, Full-Stack","Senior","No",5600,null,0,{"$nulls":3},"Below market","On-call compensation (standby pay)","Health insurance, Work laptop",null,null,"macOS","TypeScript, Python, Go",null,null,"Linux server, Ansible","PostgreSQL"]
["2026-02-16T12:30:37.126","Employee","No","36-40","Male","Yes","English",15,2,5,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.6,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,5,"Developer, Full-Stack","Senior","Yes",5300,null,null,860,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, TypeScript, C#","React, ASP.NET Core","SQL","Docker, Kubernetes, Microsoft Azure","SQL Server"]
["2026-02-16T13:34:17.972","Employee","No","36-40","Male","Yes","Both",4,4,1,"1001-5000","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",18,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,2,"Project Manager","Senior","No",5200,0,3328,200,0,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",320,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows","Python, Java",null,"SQL, Kafka, Pandas / NumPy","Linux server, Windows server, Ansible","PostgreSQL, SQL Server"]
["2026-02-16T14:59:11.180","Employee","No","46-50","Male","Yes","Finnish",30,10,4,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.9,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,2,"Infrastructure Engineer (On-Prem / Data Center / Hardware / Network)","Senior","No",5672,0,3403,0,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Snacks and beverages in office",340,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + Linux VM",{"$nulls":3},"Linux server, Windows server, Docker swarm mode","PostgreSQL, SQL Server, Redis"]
["2026-02-16T15:21:58.672","Employee","No","41-45","Male","Yes","Finnish",18,13,2,"6-10","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,15,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",6400,0,4800,0,0,null,"Average market","Lomaraha (Holiday bonus)","Work laptop, Training/Courses/Education budget",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript","Vue.js, Node.js, Express","SQL","Linux server, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL"]
["2026-02-16T15:41:39.512","Employee","No","21-25","Male","Yes","Both",4,1,3,"11-50","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",2.27,{"$nulls":11},"Tampere","Consulting",37.5,20,"System Administrator","Mid-level","No",3700,null,2220,{"$nulls":4},"Lomaraha (Holiday bonus)","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)",{"$nulls":3},"Linux server, Docker","PostgreSQL, MySQL"]
["2026-02-16T15:58:01.260","Employee","No","26-30","Male","Yes","Both",10,1,4,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Arts and Humanities",{"$nulls":12},"Tampere","Consulting",37.5,1,"Developer, Full-Stack","Senior","Yes",5600,null,3360,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","Vue.js, Next.js, Django","SQL, Snowflake / BigQuery / Redshift, PyTorch","Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis, DynamoDB"]
["2026-02-16T18:27:30.820","Employee","No","31-35","Female","Yes","Both",4,0,1,"11-50","Upper secondary – general (lukio / high school equivalent)",{"$nulls":14},"Consulting",37.5,0,"Developer, Full-Stack","Mid-level","No",3830,{"$nulls":5},"Average market",null,"Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Monitors for home office",800,null,"macOS","JavaScript, TypeScript","React, Node.js",null,null,"PostgreSQL, Redis"]
["2026-02-16T19:03:51.832","Employee","No","31-35","Male","Yes","English",10,10,1,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",9,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,1,"Developer, Full-Stack","Senior","Not sure",5820,null,3480,0,null,null,"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",280,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows","TypeScript, C#","React, ASP.NET Core",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, SQL Server, SQLite"]
["2026-02-16T19:55:11.709","Employee","No","36-40","Male","Yes","Both",10,3,2,"1001-5000","Doctorate (PhD / tohtori)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Kalmar","Tampere","Product company with software as their core business",37.5,40,"Developer, Embedded Applications or Devices","Senior","Yes",5620,0,3300,5500,0,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Work laptop, Free gym membership, Training/Courses/Education budget",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","Python, C++",null,"PyTorch, Pandas / NumPy, MLflow","Docker"]
["2026-02-16T20:37:02.661","Employee","No","41-45","Male","Yes","English",4,5,1,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Engineering, Manufacturing, and Construction",4.1,{"$nulls":11},"Turku","A company where software is a support role (for example banks or healthcare)",37.5,90,"Developer, Backend","Mid-level","No",3910,null,2346,3128,null,null,"Average market","Individual performance bonus, Company performance bonus","Health insurance, Free office parking (during work hours), Public transport subsidy (tax-free)",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows","JavaScript, Python, C#","React, Node.js, FastAPI","SQL, scikit-learn, Pandas / NumPy","Microsoft Azure","Cosmos DB"]
["2026-02-16T23:41:01.816","Employee","No","41-45","Male","Yes","English",20,4,6,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,10,"DevOps Engineer or Professional","Senior","No",6500,null,0,0,0,null,"Average market","Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Work laptop, Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office",200,null,"macOS",{"$nulls":3},"Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-17T09:11:13.435","Employee","No","31-35","Male","Yes","English",12,1,7,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",19,{"$nulls":11},"Dubai","Consulting",37.5,80,"Sales","Senior","No",11591,4021,0,12633,0,"Base+comission+annual bonus + some small fringe benefits (annual flights to Finland, comprehensive health insurances for family, some hundreds of euros random money to spend on things) + few extra holiday days.","Below market","Company performance bonus, Sign-on bonus, Commission (sales or performance-based)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Snacks and beverages in office, 2 additional days PTO, annual flights home whenever I want, good insurance for family, <1k€ worth of random spending money on small things",{"$nulls":9},"Keep up the good work. Happy pings to everyone <3"]
["2026-02-17T09:21:31.960","Employee","No","26-30","Male","Yes","Finnish",6,6,2,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.3,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,30,"Developer, Full-Stack","Mid-level","Not sure",4486,{"$nulls":5},"Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript, Dart","Vue.js, Node.js, Express"]
["2026-02-17T11:42:55.155","Employee","No","26-30","Female","Yes","English",9,1,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Full-Stack","Senior","Yes",5500,0,null,0,null,"only salary ","Below market","Lomaraha (Holiday bonus)","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",240,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","TypeScript, Java","React","SQL","Docker","PostgreSQL","Are you looking for a new job?","Thanks for the work! Always looking forward for the results <3 "]
["2026-02-17T12:33:17.051","Employee","No","36-40","Male","Yes","Finnish",12,6,4,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.4,{"$nulls":10},"Traficom","Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",35.75,5,"Cybersecurity or InfoSec Professional","Mid-level","Yes",5836,null,3419,0,0,null,"Below market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Public transport subsidy (tax-free)",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Linux (bare metal / native)","Python, Ruby, Rust","Django, FastAPI","SQL","Linux server, Docker, Terraform","PostgreSQL"]
["2026-02-17T13:26:27.896","Employee","No","46-50","Male","Yes","Both",20,2,8,"51-100","Upper secondary – general (lukio / high school equivalent)","Health and Welfare",110,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",30,40,"Engineering Manager","Manager or People Lead","Yes",7200,null,4320,12000,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",2000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","macOS","TypeScript, Python, Java","Django, FastAPI, Spring Boot","SQL, Kafka, Snowflake / BigQuery / Redshift","Docker, Kubernetes, Terraform","PostgreSQL, MongoDB"]
["2026-02-17T14:25:45.022","Employee","No","21-25","Male","Yes","Finnish",4,1,2,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Buildie","Tampere","Product company with software as their core business",37.5,95,"Developer, Full-Stack","Mid-level","Yes",3800,{"$nulls":5},"Below market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Bash","React, Node.js, Express","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","MySQL, Redis"]
["2026-02-17T14:31:58.372","Employee","No","31-35","Male","Yes","Both",7,2,4,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",30,50,"Developer, Full-Stack","Senior","No",4460,null,3000,{"$nulls":3},"Not sure","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Fixed-line internet to your home, Snacks and beverages in office",400,null,"macOS","JavaScript, TypeScript","React, Vue.js, Next.js","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-17T16:47:42.336","Employee","No","31-35","Male","Yes","English",15,8,3,"501-1000","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Developer, Full-Stack","Senior","No",92881,null,3710,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",2500,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Java, Bash","React, Node.js, Express","SQL, Kafka, Snowflake / BigQuery / Redshift","Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis, DynamoDB"]
["2026-02-17T16:52:40.665","Employee","No","41-45","Male","Yes","English",20,3,6,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",8.7,{"$nulls":10},"n8n","Tampere","Product company with software as their core business",null,20,"Engineering Manager","Manager or People Lead","Yes",10400,{"$nulls":5},"Above market","Lomaraha (Holiday bonus), Stock options / equity, On-call compensation (standby pay)","Health insurance, Work laptop, Training/Courses/Education budget",null,null,"macOS","TypeScript, Python, Bash","Vue.js, Express",null,"Docker, Kubernetes, Microsoft Azure","PostgreSQL, SQLite"]
["2026-02-17T17:37:00.839","Employee","No","31-35","Male","Yes","English",8,5,3,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",8,{"$nulls":11},"Tampere","A company where software is a support role (for example banks or healthcare)",37.5,0,"Developer, Full-Stack","Staff / Principal / Lead","Yes",7039,0,3378,0,null,"Stock option program","Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires)","Work laptop, Monitors for home office, Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python","React, Express, Django","SQL, dbt, Snowflake / BigQuery / Redshift","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, Redis",null,"Siistiä kun jaksatte toteuttaa!"]
["2026-02-18T11:38:30.009","Employee","No","36-40","Male","Yes","Finnish",10,3,4,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Sanoma","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,10,"Developer, Mobile","Senior","Yes",6300,0,3800,5550,0,"Company performance bonus","Below market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Free gym membership",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Swift",null,null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS"]
["2026-02-18T14:28:15.536","Entrepreneur","No","36-40","Male","Yes","Finnish",13,3,4,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,3,"full-stack, architecture, project management",80,3700,1,10,"Hourly billing","12-24 months","Myself, Agencies","Finland",{"$nulls":19},"Linux (bare metal / native)","TypeScript","React, Next.js, Node.js",null,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-18T16:41:20.693","Employee","No","41-45","Male","Yes","English",17,3,9,"501-1000","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",1.5,{"$nulls":11},"Tampere","Consulting",37.5,40,"Developer, Full-Stack","Senior","Yes",4800,300,{"$nulls":4},"Below market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Java, Kotlin","React, Next.js, Node.js","SQL","Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, SQL Server, Redis"]
["2026-02-18T22:44:51.936","Employee","No","31-35","Male","Yes","Both",7,3,2,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,1,"Developer, Full-Stack","Staff / Principal / Lead","Not sure",4950,null,2800,7500,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Monitors for home office",350,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows + WSL","TypeScript, C#, Bash","React, ASP.NET Core",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB",null,"Thank you"]
["2026-02-19T12:28:18.638","Employee","No","26-30","Female","Yes",null,3,2,2,null,"Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Tampere","Consulting",37.5,null,"Developer, Full-Stack","Mid-level",null,3500,{"$nulls":5},"Below market",null,"Work laptop, Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit)"]
["2026-02-19T13:34:03.842","Employee","No","36-40","Male","Yes","English",5,4,2,"6-10","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Turku","Product company with software as their core business",30,20,"Developer, Embedded Applications or Devices","Mid-level","No",3300,0,0,0,0,null,"Not sure","Stock options / equity","Work laptop",0,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","Python, C, Bash",null,null,"Linux server, Docker, Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-19T13:56:58.128","Employee","No","31-35","Female","Yes","English",10,4,2,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",7.7,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,80,"Engineering Manager",null,null,7000,null,0,0,null,null,"Average market","Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Snacks and beverages in office",400,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React","SQL","Docker, Kubernetes","PostgreSQL, Redis"]
["2026-02-19T14:00:26.034","Employee","No","26-30","Male","Yes","Finnish",5,2,2,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",8,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Full-Stack","Senior","Yes",5150,null,3000,3800,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Work laptop, Free gym membership, Training/Courses/Education budget",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, Next.js",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS"]
["2026-02-20T08:06:54.780","Employee","No","41-45","Male","Yes","English",19,1,5,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"BeeHealthy","Tampere","Product company with software as their core business",37.5,50,"Engineering Manager","Senior","Yes",7150,null,null,6000,null,null,"Above market","Individual performance bonus, Company performance bonus","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","macOS","TypeScript","React, Node.js, Express","SQL","Docker, AWS, Microsoft Azure","PostgreSQL"]
["2026-02-20T08:07:30.298","Employee","No","31-35","Male","Yes","Finnish",7,1,5,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",38,10,"DevOps Engineer or Professional","Senior","No",5100,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Bash",null,null,"Kubernetes, Terraform, Microsoft Azure","PostgreSQL"]
["2026-02-20T08:08:24.146","Employee","No","31-35","Male","Yes","Finnish",7,3,3,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","A company where software is a support role (for example banks or healthcare)",37.5,0,"Developer, Frontend","Senior","No",4700,null,null,3000,null,"Yearly bonus based on company performance","Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Fixed-line internet to your home",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Go","React, Next.js",null,"AWS","PostgreSQL"]
["2026-02-20T08:08:26.639","Employee","No","41-45","Male","No","English",18,1,7,"5001-10000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",25,{"$nulls":10},"Wolt","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,50,"Developer, Backend","Senior","Yes",8000,0,0,0,null,"Salary + RSU","Above market","Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","Python, Go, Kotlin",null,"SQL, Kafka, Snowflake / BigQuery / Redshift","Kubernetes, Terraform, AWS","PostgreSQL, MongoDB, Redis"]
["2026-02-20T08:09:02.370","Employee","No","26-30","Male","Yes","Both",8,0,5,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Jyväskylä","Product company with software as their core business",37.5,20,"Cloud Infrastructure Engineer","Mid-level","No",5200,0,2600,0,0,null,"Average market","Overtime extra pay (e.g. 1.5x or 2x pay rate), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS",{"$nulls":3},"Linux server, Ansible, AWS","SQL Server, MongoDB, Redis"]
["2026-02-20T08:09:41.564","Employee","No","26-30","Male","Yes","Both",6,4,3,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",38,80,"Software Engineer","Senior","Yes",8700,null,4000,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",1200,null,"macOS","TypeScript, Python, Bash","React, FastAPI","SQL, PyTorch, Pandas / NumPy","Linux server, Docker, Kubernetes","PostgreSQL"]
["2026-02-20T08:09:51.996","Employee","No","36-40","Male","Yes","Both",18,1,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",12,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Senior Executive (C-suite, VP, etc.)","Staff / Principal / Lead","Yes",8000,0,4000,0,0,null,"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Snacks and beverages in office, Public transport subsidy (tax-free)",400,null,"macOS","TypeScript, Java, PHP","Angular, Spring Boot, Laravel","SQL","Docker, Terraform, AWS","PostgreSQL, MySQL, MongoDB"]
["2026-02-20T08:10:31.135","Employee","No","31-35","Male","Yes","Both",7,1,5,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,90,"Developer, Full-Stack","Senior","Not sure",6500,null,3250,0,null,null,"Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,null,"macOS","TypeScript","React","SQL, Google Dataform, Postgres","Kubernetes, Terraform, Google Cloud Platform (GCP)","PostgreSQL, Redis"]
["2026-02-20T08:12:32.657","Employee","No","31-35","Male","Yes","English",6,5,3,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)","+9.4",{"$nulls":10},"Reaktor","Turku","Consulting",37.5,60,"Developer, Full-Stack","Senior","Not sure",5251,null,3250,0,2000,null,"Not sure","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Profit sharing, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed), Limited car benefit","macOS","TypeScript, Go, Bash","React, Node.js, Express","SQL","Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis, DynamoDB"]
["2026-02-20T08:15:02.799","Employee","No","36-40","Male","Yes","English",15,4,4,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Digitoimisto",37.5,10,"Developer, Frontend","Staff / Principal / Lead","Yes",4900,null,2000,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript, PHP","React","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL",null,"Very gucci"]
["2026-02-20T08:15:04.008","Employee","No","26-30","Male","Yes","Both",6,2,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3.63,{"$nulls":10},"Zenniz","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,50,"Produc Engineer","Senior","No",5700,0,3420,0,null,"Salary + start up stock options with no liquid value","Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, Go, Dart","React","Snowflake / BigQuery / Redshift","Linux server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","Firestore"]
["2026-02-20T08:15:12.977","Entrepreneur","No","41-45","Male","Yes","English",5,5,3,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,2,"Software development",75,100000,37.5,10,"Hourly billing","3-6 months","Myself, Agencies","Finland",{"$nulls":19},"Windows","JavaScript, TypeScript, Java","React, Angular, Spring Boot","SQL","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Oracle"]
["2026-02-20T08:15:57.324","Entrepreneur","No","41-45","Male","No","English",15,3,4,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",125,4,"CxO",129,null,30,6,"Hourly billing","Open-ended","Myself","Finland",{"$nulls":19},"macOS",{"$nulls":5},"There was nothing for people running the companies","Would be good to ask the skills based on the role, Skipped java, react, python etc. as the survey assumed that I am a developer, maybe the survey was for developers and I didn't read the instructions carefully :) in that case ignore this feedback. otherwise for project managment/ agile roles perhaps different set of skills, same of entrepruners who are runnign company and not just 1 man show. "]
["2026-02-20T08:16:00.802","Employee","No","36-40","Male","Yes","Both",16,12,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Gofore","Tampere","Consulting",37,100,"Project Manager","Senior","No",5300,null,2650,0,0,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, PHP","Flask",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MySQL"]
["2026-02-20T08:16:39.867","Entrepreneur","No","41-45","Male","Yes","Both",18,1,4,1,"Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",null,1,"Azure, .NET backend development and architecture",96,176000,40,6,"Hourly billing","12-24 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","C#",null,"SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-02-20T08:17:57.510","Employee","No","26-30","Male","Yes","Finnish",9,1,5,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",20.45,{"$nulls":11},"Jyväskylä","A company where software is a support role (for example banks or healthcare)",37.5,95,"Developer, Full-Stack","Senior",null,5300,null,3180,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Company performance bonus, Profit sharing","Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, NestJS","SQL","Kubernetes, Terraform, AWS","PostgreSQL, DynamoDB"]
["2026-02-20T08:18:26.349","Employee","No","26-30","Male","Yes","Both",7,null,4,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":10},"Gofore","Capital region (Helsinki, Espoo, Vantaa)","Consulting",30,30,"Developer, Full-Stack","Mid-level","No",4410,0,2200,0,null,"Rahapalkka","Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, TypeScript, Python","Vue.js, Node.js, Express","SQL, Pandas / NumPy","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, MySQL, MongoDB"]
["2026-02-20T08:18:35.247","Entrepreneur","No","36-40","Male","Yes","Finnish",16,9,3,2,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,9,"full-stack",129,100000,15,7,"Hourly billing","Over 24 months","Myself","Finland",{"$nulls":19},"macOS","TypeScript, Python, PHP","React, Next.js, Node.js","SQL","Docker, AWS","PostgreSQL, MongoDB, Redis"]
["2026-02-20T08:18:50.559","Employee","No","31-35","Male","Yes","Both",10,3,5,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",6,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Mobile","Staff / Principal / Lead","Yes",6500,360,{"$nulls":4},"Above market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, Java, Kotlin","React",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure"]
["2026-02-20T08:20:46.151","Employee","No","41-45","Male","Yes","Finnish",7,7,1,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.5,{"$nulls":10},"Alma Media","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,40,"Developer, Full-Stack","Senior","Yes",4600,null,2600,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Company performance bonus","Work laptop, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Go","React","SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-20T08:21:08.458","Employee","No","36-40","Female","Yes","Organisation’s official language is English, but with customers I mainly use Finnish",10,4,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Arts and Humanities",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37,10,"UX, Research Ops or UI Design Professional","Senior","Yes",4800,{"$nulls":5},"Below market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires)","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Snacks and beverages in office",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS",{"$nulls":5},"I have a Mobile phone with paid plan, don’t know if it’s in my pay slip or not","The IT sector includes a multitude of roles on top of developers. This survey doesn’t really reflect that. I am a service designer working with digitalisation in an IT consultancy."]
["2026-02-20T08:21:24.659","Employee","No","36-40","Female","Yes","English",4,4,1,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.3,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Mid-level","Yes",3372.15,null,1071.81,{"$nulls":3},"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Unlimited car benefit","Windows + WSL","JavaScript, Java","React, Node.js, Spring Boot","SQL, Kafka","Docker, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MongoDB"]
["2026-02-20T08:21:38.552","Entrepreneur","Yes, from employee to entrepreneur","36-40","Male","Yes","Both",16,0,3,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,0,"backend, frontend, cloud, mobile, ai",90,0,40,0,"Hourly billing","Open-ended","Myself","Finland",{"$nulls":19},"Linux (bare metal / native)","TypeScript","React, NestJS","SQL","Docker, Terraform, AWS","PostgreSQL"]
["2026-02-20T08:22:26.631","Entrepreneur","No","36-40","Male","No","English",18,3,5,1,"Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",42,3,null,120,100000,37,3,"Hourly billing","12-24 months","Myself","Finland",{"$nulls":19},"macOS","Python, C#, Bash","ASP.NET Core","SQL, Pandas / NumPy","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-02-20T08:22:29.230","Employee","No","36-40","Male","Yes","English",16,10,4,"501-1000","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,10,"Developer","Senior","No",6927,null,4156,0,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Dividends","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free), Lunch paid on top of salary, liikunta ja kulttuuriseteli",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, Kotlin, Bash","React, Node.js, Express","SQL","Linux server, Docker, AWS","PostgreSQL"]
["2026-02-20T08:22:34.048","Employee","No","36-40","Male","Yes","Norwegian",10,7,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Oslo","A company where software is a support role (for example banks or healthcare)",37.5,0,"Developer, Full-Stack","Senior","No",8333,0,{"$nulls":4},"Above market",null,"Health insurance, Work laptop, Fixed-line internet to your home",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","JavaScript, TypeScript, Python","React, Express, Django",null,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T08:23:09.400","Employee","No","46-50","Male","Yes","Finnish",20,10,3,"6-10","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,100,"Product Manager","Staff / Principal / Lead","No",5800,null,3500,0,0,null,"Below market","Lomaraha (Holiday bonus), Profit sharing","Health insurance, Work laptop, Free office parking (during work hours), Training/Courses/Education budget",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, PHP","Vue.js, Symfony","SQL","Linux server, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL"]
["2026-02-20T08:24:40.311","Employee","No","36-40","Male","Yes","Both",7,2,4,"1001-5000","Upper secondary – general (lukio / high school equivalent)","Natural Sciences, Mathematics, and Statistics",5.1,{"$nulls":11},"Tampere","Consulting",37.5,20,"Cybersecurity or InfoSec Professional","Mid-level","No",4835,null,2420,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free gym membership, Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL",{"$nulls":3},"Linux server, Windows server, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T08:25:00.401","Employee","No","26-30","Male","Yes","Swedish, finnish",8,7,2,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Turku","A company where software is a support role (for example banks or healthcare)",37.5,95,"Developer, Embedded Applications or Devices","Mid-level","No",3750,0,2250,500,null,"additional 1000€ epassi, accident insurance","Below market","Lomaraha (Holiday bonus), Company performance bonus","Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget",1000,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","Java, PHP, C++","Laravel","SQL","Linux server","MySQL"]
["2026-02-20T08:25:05.073","Employee","No","46-50","Male","Yes","Finnish",9,9,1,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",7,{"$nulls":10},"Futurice","Capital region (Helsinki, Espoo, Vantaa)","Consulting",30,20,"Developer, Full-Stack","Senior","Yes",4400,null,2640,2500,0,"Base salary plus variable which is based on company metrics, latter paid 2 times a year.","Below market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, On-call compensation (standby pay)","Health insurance, Work laptop, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript","React, Node.js, Express","SQL","Docker, Terraform, AWS","PostgreSQL, DynamoDB"]
["2026-02-20T08:25:16.311","Employee","No","41-45","Male","Yes","Both",20,0,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",16,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,4,"Architect, Software or Solutions","Senior","No",6800,null,3500,6100,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work laptop, Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","JavaScript, PHP, HCL",null,null,"Docker, Terraform, Google Cloud Platform (GCP)","MySQL, Redis"]
["2026-02-20T08:25:26.333","Employee","No","36-40","Male","Yes","Both",9,3,3,"11-50","Upper secondary – general (lukio / high school equivalent)",null,0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Staff / Principal / Lead","Yes",7280,0,3640,0,null,"No annual compensation, but stock options depending on reaching company targets","Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, Node.js, NestJS","SQL","Docker, Google Cloud Platform (GCP)","PostgreSQL, Redis"]
["2026-02-20T08:25:34.909","Employee","No","31-35","Male","Yes","Both",7,2,3,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",9.1,{"$nulls":11},"Turku","Product company with software as their core business",37.5,60,"Developer, Full-Stack","Staff / Principal / Lead","Yes",4800,0,2400,0,0,null,"Below market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Groovy","React, Grails",null,"Linux server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, MySQL, MongoDB"]
["2026-02-20T08:26:00.758","Employee","No","41-45","Male","No","English",15,4,4,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",125,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,60,"Senior Executive (C-suite, VP, etc.)","Manager or People Lead","Yes",9000,null,5000,null,30000,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Profit sharing","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)"]
["2026-02-20T08:26:33.598","Entrepreneur","Yes, from employee to entrepreneur","41-45","Male","Yes","Both",20,2,6,"3-5","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,2,"SaaS ",null,110000,null,null,"Yearly subscription fee ","Open-ended",null,"Finland, Abroad",{"$nulls":19},"Linux (bare metal / native)","JavaScript, Python","Django","SQL, scikit-learn, Pandas / NumPy","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Tiger Data (Timescale)"]
["2026-02-20T08:27:11.538","Employee","No","41-45","Male","Yes","Both",18,0,2,"101-500","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",42,{"$nulls":11},"Turku","Product company with software as their core business",37.5,40,"UX, Research Ops or UI Design Professional","Manager or People Lead","No",6000,null,3600,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Partial Lunch benefit employer pays 50%","macOS"]
["2026-02-20T08:27:51.256","Employee","No","36-40","Female","Yes","Both",6,1,3,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",6,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Full-Stack","Mid-level","No",5300,0,{"$nulls":4},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free office parking (during work hours), Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows + Linux VM","JavaScript, TypeScript, Python","React",null,"Docker, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-20T08:28:19.868","Employee","No","41-45","Male","Yes","Both",23,9,7,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,80,"Developer, Full-Stack","Senior","Yes",7113,null,3983,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","TypeScript, Python, Go","React",null,"Linux server, Docker, Ansible"]
["2026-02-20T08:28:40.290","Employee","No","51-55","Male","Yes","Both",31,18,5,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Project Manager","Staff / Principal / Lead","No",7804,null,2809,0,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Kotlin","React, Node.js, Spring Boot","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-20T08:29:41.040","Employee","No","36-40","Male","Yes","Finnish",15,15,1,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":11},"Turku","Product company with software as their core business",37.5,40,"Senior Executive (C-suite, VP, etc.)","Manager or People Lead","Yes",9500,null,5700,0,10000,"Monthly + stocks + performance stocks + yearly bonus","Above market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity","Work laptop, Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","Windows"]
["2026-02-20T08:30:07.640","Employee","No","36-40","Male","Yes","English",4,1,2,"1001-5000","Upper secondary – vocational (ammatillinen perustutkinto)","Engineering, Manufacturing, and Construction",{"$nulls":12},"Tampere","Consulting",37.5,20,"Developer, Full-Stack","Mid-level","Yes",4200,{"$nulls":5},"Not sure","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, TypeScript","React, Next.js, Node.js",null,"Microsoft Azure"]
["2026-02-20T08:30:51.851","Employee","No","26-30","Male","Yes","English",5,3,3,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Software Company Startup","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,50,"Developer, Frontend","Senior","No",4500,{"$nulls":5},"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, Next.js"]
["2026-02-20T08:31:55.057","Employee","No","36-40","Female","Yes","Finnish",14,4,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,95,"Developer, Full-Stack","Senior","Yes",6500,null,3200,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","macOS","JavaScript, TypeScript, Bash","React, Node.js",null,null,"PostgreSQL, DynamoDB"]
["2026-02-20T08:32:33.851","Employee","No","41-45","Male","Yes","Both",20,8,4,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Oulu","Consulting",37.5,10,"Architect, Software or Solutions","Senior","Yes",5950,0,3570,0,0,null,"Below market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate)","Work laptop, Snacks and beverages in office",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","Linux (bare metal / native)","JavaScript, TypeScript, Ruby","React, Ruby on Rails","SQL","Docker, Kubernetes, Terraform","PostgreSQL, MongoDB, Redis",null,"I'm that kind of full stack guy that \"pick 3 primaries\" in tech questions was really hard. There would have been a lot more..."]
["2026-02-20T08:33:10.350","Employee","No","36-40","Female","Yes","Finnish",5,5,2,"11-50","Master’s degree – AMK (YAMK)","Design",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Developer, Frontend","Mid-level","No",3860,{"$nulls":5},"Average market","Lomaraha (Holiday bonus)","Work laptop, Free office parking (during work hours), Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, PHP",null,null,"Docker, Microsoft Azure"]
["2026-02-20T08:33:23.493","Entrepreneur","No","31-35","Prefer not to say","Yes","Finnish",10,3,4,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",0,3,"Front-end",65,73000,25,8,"Fixed price / project-based","Varies significantly","Myself","Finland",{"$nulls":19},"macOS","JavaScript, PHP","WordPress"]
["2026-02-20T08:33:58.973","Employee","No","26-30","Male","Yes","Both",5,5,1,"5001-10000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.46,{"$nulls":10},"University of Helsinki","Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",37.5,40,"Developer, Full-Stack","Mid-level","Yes",null,3821.07,2198.17,null,null,"Salary + Occasional weekend shift compensation (100€/shift day).","Below market","Lomaraha (Holiday bonus)","Work remotely from abroad (1 week or more), Work laptop, Snacks and beverages in office",null,null,"Linux (bare metal / native)","JavaScript, TypeScript, Python","React, Angular, NestJS","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Oracle, Redis"]
["2026-02-20T08:34:19.327","Employee","No","26-30","Male","Yes","Finnish",5,5,1,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":10},"Sogeti","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, QA or Test","Mid-level","Yes",3800,null,2280,400,null,null,"Below market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","Windows","JavaScript, Python",null,"SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Microsoft Azure","PostgreSQL, MySQL, MongoDB"]
["2026-02-20T08:34:27.372","Employee","No","41-45","Female","Yes","English",21,1,4,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,40,"Engineering Manager","Senior","Yes",6700,null,3350,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Fixed-line internet to your home, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows",null,null,"Kafka","Docker, Kubernetes, Microsoft Azure"]
["2026-02-20T08:36:31.727","Employee","No","31-35","Male","Yes","Both",16,4,4,"501-1000","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":10},"Reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,100,"Architect, Software or Solutions","Senior","Yes",6300,0,3780,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","TypeScript, Kotlin, Bash","React, Node.js, Express","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-20T08:38:02.502","Entrepreneur","Yes, from employee to entrepreneur","31-35","Male","Yes","Both",8,1,4,1,"Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",null,0,"Full-stack, project management",88,30000,37.5,7,"Hourly billing","6-12 months","Agencies","Finland",{"$nulls":19},"Windows + WSL","TypeScript, Java, C#","React, Spring Boot, ASP.NET Core","SQL, Kafka","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, MySQL, SQL Server"]
["2026-02-20T08:41:32.854","Employee","No","26-30","Male","Yes","Both",13,4,3,"101-500","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,5,"DevOps Engineer or Professional","Senior","No",6780,null,4068,0,0,null,"Average market","Lomaraha (Holiday bonus), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Go, Bash",null,"SQL, Kafka","Linux server, Terraform, Ansible","PostgreSQL, MySQL"]
["2026-02-20T08:43:00.853","Employee","No","36-40","Male","Yes","English",15,0,4,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",17,{"$nulls":11},"Oulu","Product company with software as their core business",37.5,15,"Senior Executive (C-suite, VP, etc.)","Manager or People Lead","Yes",10500,null,0,0,0,null,"Below market","Company performance bonus, Sign-on bonus, Stock options / equity","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office",150,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + Linux VM","JavaScript, C#","React, Node.js, ASP.NET Core","SQL","Windows server, Docker, Kubernetes","SQL Server"]
["2026-02-20T08:43:30.827","Employee","No","31-35","Male","Yes","Finnish",8,3,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,15,"Developer, Full-Stack","Senior","No",6000,null,3400,0,0,null,"Above market","Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript","React, Node.js, Express","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-20T08:44:21.526","Employee","No","31-35","Male","Yes","Both",10,3,3,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,90,"Developer, Full-Stack","Senior","Not sure",6000,0,3600,0,0,"lunch money 200e/month on top of salary, 300e/year recreational benefit on top of salary","Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",600,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript","React, Next.js, Node.js","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","DynamoDB"]
["2026-02-20T08:44:36.394","Employee","No","36-40","Male","Yes","Finnish",13,3,3,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,90,"Founder, Technology or Otherwise","Manager or People Lead","No",6900,null,3540,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Bash","React, Node.js","SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-20T08:44:49.701","Employee","No","31-35","Female","Yes","Both",12,5,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"DNA Oyj","Capital region (Helsinki, Espoo, Vantaa)",null,37.5,10,"Cybersecurity or InfoSec Professional","Manager or People Lead","Yes",7057,null,4234,12000,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Monitors for home office, Public transport subsidy (tax-free)",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows",{"$nulls":6},"Next year a question regarding AI tech, e.g. usage of agents, would be interesting "]
["2026-02-20T08:44:51.869","Employee","No","31-35","Male","Yes","Finnish",10,4,6,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Senior","No",4200,0,0,0,0,null,"Below market","Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Other tools like high-end keyboard, mouse etc",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, PHP, HTML","React, Next.js, Node.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, MySQL, MongoDB"]
["2026-02-20T08:46:14.622","Employee","No","36-40","Male","Yes","Finnish",10,10,1,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",1,{"$nulls":11},"Tampere","Consulting",37.5,30,null,"Senior","Yes",2200,4700,4000,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Commission (sales or performance-based)","Health insurance, Work laptop, Snacks and beverages in office",280,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, C#",null,null,"Microsoft Azure"]
["2026-02-20T08:46:18.712","Employee","No","41-45","Male","Yes","Both",20,0,7,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",11,{"$nulls":10},"Arado","Turku","Consulting",38,20,"Developer, Full-Stack","Senior","No",4000,2000,{"$nulls":4},"Average market",null,"Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","Windows","JavaScript, TypeScript, C#","React, Angular","SQL","Microsoft Azure","SQL Server"]
["2026-02-20T08:47:17.754","Employee","No","36-40","Male","Yes","English",10,10,2,2,"Upper secondary – general (lukio / high school equivalent)",null,0,{"$nulls":11},"Hämeenlinna","Consulting",37.5,0,"Developer, Mobile","Senior","No",4800,0,2400,0,0,null,"Below market","Lomaraha (Holiday bonus)","Work laptop",0,null,"macOS","JavaScript, TypeScript, Python","React, Node.js, Express",null,"Linux server, Docker, Microsoft Azure","PostgreSQL, MySQL, MongoDB"]
["2026-02-20T08:47:30.783","Employee","No","36-40","Male","Yes","Both",14,0,3,"11-50","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Turku","Consulting",37.5,10,"Developer, Full-Stack","Senior","No",4000,3000,{"$nulls":3},"Half of billing, with a base pay if no project.","Above market","Profit sharing","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript","Next.js, Node.js, Express",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MySQL, Oracle","Could as about AI use in the future"]
["2026-02-20T08:48:02.404","Employee","No","51-55","Male","Yes","Both",29,5,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",1.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"AI/ML Engineer","Senior","No",6750,0,3375,0,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python",null,"SQL, scikit-learn, Pandas / NumPy","Docker, Terraform, Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-20T08:48:23.521","Employee","No","36-40","Male","Yes","Finnish",12,3,4,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,40,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",7200,null,4300,9000,null,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Work laptop",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Go","Node.js",null,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, DynamoDB"]
["2026-02-20T08:48:25.954","Entrepreneur","Yes, from employee to entrepreneur","41-45","Male","Yes","Finnish",15,1,4,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,1,"Data architecture, data engineering",102,82000,40,8,"Hourly billing","6-12 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","Python, PHP",null,"SQL, Apache Spark, Databricks","Terraform, Microsoft Azure","Databricks"]
["2026-02-20T08:50:11.790","Entrepreneur","No","31-35","Male","Yes","Finnish",15,15,1,"3-5","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",15,15,"marketing",60,100000,40,5,"Fixed price / project-based","Varies significantly","Myself","Finland",{"$nulls":19},"macOS","JavaScript, PHP, css",null,null,"Linux server, Docker","MySQL, Redis"]
["2026-02-20T08:51:27.203","Entrepreneur","No","41-45","Male","Yes","Both",20,13,5,"3-5","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-2.5,13,"Full-stack software development",95,142500,37.5,8,"Monthly billing","6-12 months","Agencies","Finland",{"$nulls":19},"Windows + WSL","TypeScript, SQL","React, Node.js, Express","SQL","AWS","SQL Server",null,"This is quite long and extensive, a shorter survey might get more responses"]
["2026-02-20T08:52:02.802","Entrepreneur","No","36-40","Male","Yes","Both",16,3,6,"3-5","Master’s degree – AMK (YAMK)","Arts and Humanities",null,15,"Design, prototyping, design systems, ai",150,60000,20,8,"Hourly billing","1-3 months","Myself, Agencies","Finland, Abroad",{"$nulls":19},"macOS","TypeScript","React, Next.js, Node.js","SQL, Pgvector","Docker","PostgreSQL"]
["2026-02-20T08:53:11.595","Employee","No","41-45","Male","Yes","Both",15,3,3,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":10},"Reaktor Innovations Oy","Turku","Consulting",37.5,60,"Developer, Full-Stack","Senior","Yes",6024.89,null,3615,70,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",636,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, C#, Kotlin","React, Node.js, Spring Boot","SQL","Docker, Kubernetes, AWS","PostgreSQL, Redis"]
["2026-02-20T08:53:41.674","Employee","No","36-40","Male","Yes","English",20,2,10,"10000+","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",1.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",40,100,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",7033,null,3516,9000,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership, Fixed-line internet to your home",350,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","Windows + WSL","TypeScript, Python, Go","React","Kafka","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","DynamoDB"]
["2026-02-20T08:53:59.571","Employee","No","31-35","Male","Yes","English",15,3,8,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Product company with software as their core business",70,5,"Senior Executive (C-suite, VP, etc.)","Staff / Principal / Lead","Yes",10000,0,0,0,0,"Salary + equity on a startup","Above market",null,null,0,null,"Linux (bare metal / native)","TypeScript, Python","Angular",null,"Kubernetes, Terraform, Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-20T08:54:26.053","Employee","No","21-25","Male","Yes","English",4,1,3,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",28,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Full-Stack","Senior","Yes",4800,500,3000,{"$nulls":3},"Average market","Company performance bonus","Health insurance, Work laptop, Snacks and beverages in office",700,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, PHP","React, Node.js, NestJS","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MySQL"]
["2026-02-20T08:54:49.363","Employee","No","31-35","Male","Yes","English",12,1,7,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Mapbox","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",38,10,"Developer, Full-Stack","Senior","Yes",10000,{"$nulls":3},15000,null,"Above market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office",null,null,"macOS"]
["2026-02-20T08:54:51.797","Employee","No","46-50","Female","Yes","Both",4,3,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Agriculture, Forestry, Fisheries, and Veterinary",13.6,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Cloud Infrastructure Engineer","Mid-level","No",5000,{"$nulls":7},"Health insurance, Work remotely from abroad (1 week or more), Work laptop, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows","Python",null,null,"Terraform, Google Cloud Platform (GCP)"]
["2026-02-20T08:56:41.625","Employee","No","31-35","Male","Yes","Both",8,0,5,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",-8,{"$nulls":11},"Turku","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Senior","Yes",5500,null,2700,0,20000,"Salary and stonks","Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, PHP","React, Next.js, Laravel","SQL","Linux server, Docker, AWS","MySQL"]
["2026-02-20T08:58:19.983","Employee","No","26-30","Male","Yes","Both",5,4,2,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",11,{"$nulls":11},"Tampere","Consulting",37.5,40,"Developer, Full-Stack","Mid-level","No",4400,0,2200,0,60,null,"Below market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, TypeScript","React, Next.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis"]
["2026-02-20T08:59:52.434","Employee","No","31-35","Male","Yes","Both",12,10,2,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,80,"UX, Research Ops or UI Design Professional","Senior","Yes",5900,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS"]
["2026-02-20T09:00:20.319","Employee","No","36-40","Male","Yes","Both",14,3,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":11},"Tampere","Consulting",37.5,50,"Developer, Full-Stack","Senior","Yes",4600,0,2300,2000,null,"small bonus","Average market","Lomaraha (Holiday bonus), Individual performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Free gym membership, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript, Python","React, Vue.js, Node.js","SQL, Airflow","Docker, AWS, Microsoft Azure","PostgreSQL, MongoDB"]
["2026-02-20T09:04:24.816","Employee","No","21-25","Male","Yes","Both",3,1,3,"6-10","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",18,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",30,50,"Developer, Full-Stack","Mid-level","No",4500,null,null,2000,8000,null,"Below market","Company performance bonus, Stock options / equity","Work remotely from abroad (1 week or more), Work laptop, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript","React, Node.js, Express","TensorFlow","Docker","PostgreSQL"]
["2026-02-20T09:06:19.001","Employee","No","41-45","Male","Yes","Both",5,2,2,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":10},"SOK","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Full-Stack","Mid-level","No",4970,null,3000,6500,0,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus","Work laptop, Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, Node.js","SQL, Kafka, Snowflake / BigQuery / Redshift","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-20T09:07:33.230","Employee","No","36-40","Male","Yes","Both",5,2,3,2,"Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",40,10,"One person product team","Staff / Principal / Lead","No",6100,0,0,{"$nulls":3},"Average market",{"$nulls":4},"Linux (bare metal / native)","TypeScript","React, Next.js, Node.js",null,"Linux server, Docker, Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-20T09:08:18.167","Employee","No","21-25","Male","Yes","Finnish",6,3,3,"51-100","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,5,"Developer, Mobile","Senior","Yes",5000,null,3750,1200,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","macOS","Dart","Flutter",null,"Linux server","PostgreSQL","Only asked about web frameworks. Would be beneficial to ask about mobile development frameworks"]
["2026-02-20T09:08:20.685","Employee","No","46-50","Male","Yes","Both",25,0,8,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":10},"Nitor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Frontend","Staff / Principal / Lead","No",5400,1300,3500,0,0,null,"Average market","Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript","React, Next.js, Express",null,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MySQL"]
["2026-02-20T09:10:03.647","Entrepreneur","No","26-30","Male","Yes","Both",4,2,3,"6-10","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",null,4,"Architecture, full stack, GenAI",52,70000,37.5,8,"Hourly billing","Open-ended","Agencies","Finland, Abroad",{"$nulls":19},"Windows + WSL","TypeScript, Python, C#","React, Node.js, Django","SQL, PyTorch","Windows server, Docker, Microsoft Azure","PostgreSQL, Redis"]
["2026-02-20T09:10:04.523","Employee","No","41-45","Female","Yes","Both",18,0,4,"5001-10000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","A company where software is a support role (for example banks or healthcare)",30,85,"Developer, Desktop or Enterprise Applications","Senior","Yes",4560,null,2280,1000,null,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","TypeScript, Python, C++","React, Next.js, Node.js","SQL","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL"]
["2026-02-20T09:11:20.423","Employee","No","36-40","Male","Yes","Both",6,4,2,"10000+","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",18,{"$nulls":11},"Tampere","Consulting",37.5,1,"Developer, Full-Stack","Mid-level","Yes",4500,{"$nulls":5},"Below market","Referral bonus (for successful hires)","Work laptop, Free office parking (during work hours)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","Windows","JavaScript, TypeScript, C#","React, ASP.NET Core","SQL","Microsoft Azure","SQL Server"]
["2026-02-20T09:11:29.816","Employee","No","51-55","Male","Yes","Finnish",26,1,3,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":11},"Kuopio","Public or third sector",37.5,5,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",5900,null,3540,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, Bash","React, Node.js, ASP.NET Core","SQL, Pandas / NumPy, AWS Athena + Glue","Linux server, AWS, Microsoft Azure","PostgreSQL, Oracle, DynamoDB"]
["2026-02-20T09:11:46.412","Employee","No","41-45","Male","Yes","Both",15,10,3,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":10},"Reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,80,"UX, Research Ops or UI Design Professional","Staff / Principal / Lead","Yes",6300,0,3780,0,0,null,"Average market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",300,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Employer-subsidised commuter ticket (taxed)","macOS"]
["2026-02-20T09:12:07.090","Employee","No","26-30","Female","Yes","Finnish",3,2,2,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",{"$nulls":11},"Academic Work","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Data / Business Analyst","Mid-level","Yes",5000,null,3000,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit)","Windows",{"$nulls":5},"Employer is academic work but I work for a customer"]
["2026-02-20T09:12:33.915","Employee","No","31-35","Male","Yes","Both",10,3,null,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Aiven","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,10,"Developer, Full-Stack","Senior","Yes",6700,0,0,0,2000,null,"Average market",null,"Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Bash","React, Node.js","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL",null,"Lomaraha is difficult to calculate, I'd leave that out next year because most folks will probably just wing it and don't want to log into things to get the last summer's payslips to check."]
["2026-02-20T09:14:13.037","Entrepreneur","No","41-45","Male","Yes","English",15,5,3,"11-50","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",0,6,"software development",80,125000,33,6,"Hourly billing","Over 24 months","Myself","Finland",{"$nulls":19},"Linux (bare metal / native)","TypeScript, Python","React, Next.js, Node.js","SQL","Linux server, Docker, Ansible","PostgreSQL, InfluxDB"]
["2026-02-20T09:14:35.334","Employee","No","36-40","Male","Yes","Finnish",15,10,4,"101-500","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Nitor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Mobile","Senior","Yes",6900,2000,3500,0,2000,null,"Above market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Kotlin, Swift",null,null,"Microsoft Azure"]
["2026-02-20T09:15:22.151","Employee","No","26-30","Male","Yes","Finnish",4,4,1,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,100,"Developer, Full-Stack","Mid-level","No",4920,null,null,0,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","macOS","JavaScript, TypeScript, Kotlin","React, Node.js, Spring Boot","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL",null,"Those last \"Choose max 3\" options were weird. I would have liked to choose more"]
["2026-02-20T09:16:59.201","Employee","No","21-25","Male","Yes","English",6,2,3,"10000+","Upper secondary – general (lukio / high school equivalent)",null,4,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,1,"Developer, Desktop or Enterprise Applications","Staff / Principal / Lead","Yes",10400,null,6240,27000,0,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Free office parking (during work hours), Fixed-line internet to your home",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","C++",null,null,"Linux server, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T09:18:15.201","Employee","No","36-40","Male","Yes","Finnish",15,6,3,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Founder, Technology or Otherwise","Staff / Principal / Lead",null,9096,null,5430,15705,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, Bash","React, Next.js, Node.js","SQL, Pandas / NumPy","Linux server, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-20T09:19:23.497","Employee","No","36-40","Male","Yes","Finnish",15,5,4,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Engineering, Manufacturing, and Construction",10,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Backend","Senior","No",5800,0,3480,0,0,null,"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), On-call compensation (standby pay)","Health insurance, Work laptop, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",220,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, PHP, Go","React",null,"Kubernetes, Terraform, Google Cloud Platform (GCP)","MongoDB, Redis"]
["2026-02-20T09:19:44.802","Employee","No","36-40","Male","Yes","Finnish",12,10,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3.1,{"$nulls":10},"Gofore","Tampere","Consulting",30,60,"UX, Research Ops or UI Design Professional","Senior","Yes",4000,null,3000,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free gym membership, Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS"]
["2026-02-20T09:20:58.650","Employee","No","41-45","Female","Yes","Finnish",5,2,4,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"-","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37,20,"System Administrator","Senior","No",4820,0,1500,0,0,null,"Below market","Lomaraha (Holiday bonus), Individual performance bonus","Work laptop, Free office parking (during work hours), Wide healthcare and dental care",0,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows"]
["2026-02-20T09:21:51.376","Employee","No","36-40","Male","Yes","Both",15,4,4,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":10},"Tieto","Capital region (Helsinki, Espoo, Vantaa)","Consulting",40,40,"Engineering Manager","Manager or People Lead","Yes",6800,null,4080,5000,null,null,"Not sure","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","macOS","JavaScript, TypeScript","React, Next.js, Node.js",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-20T09:24:58.307","Employee","No","31-35","Female","Yes","Finnish",6,1,5,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Frontend","Mid-level","Yes",5000,null,0,0,0,0,"Average market",null,"Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",200,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Node.js"]
["2026-02-20T09:25:08.955","Employee","No","41-45","Non-binary","Yes","Finnish",12,1,5,"11-50","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,30,"Developer, Full-Stack","Senior","Yes",6000,null,3500,2500,null,null,"Average market","Lomaraha (Holiday bonus), Profit sharing","Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, Python, Java","React, Next.js, Spring Boot","SQL, Pandas / NumPy","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, SQL Server, DynamoDB"]
["2026-02-20T09:25:37.195","Employee","No","36-40","Female","Yes","Both",9,3,2,"11-50","Doctorate (PhD / tohtori)","Natural Sciences, Mathematics, and Statistics",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)",null,37.5,60,"Algorithm engineer","Senior","Not sure",6155,{"$nulls":5},"Above market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity","Health insurance, Free office parking (during work hours), Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","Python, C++, Matlab",null,null,"Microsoft Azure"]
["2026-02-20T09:25:55.765","Employee","No","46-50","Female","Yes","Finnish",25,17,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Backend","Staff / Principal / Lead","Yes",6100,null,3660,6800,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus","Work laptop, Snacks and beverages in office",250,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS"]
["2026-02-20T09:26:47.074","Employee","No","36-40","Male","Yes","Both",9,3,5,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.7,{"$nulls":10},"Nitor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,60,"Developer, Frontend","Senior","Yes",4685,866,3330,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",1100,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript","React",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T09:27:48.201","Employee","No","21-25","Male","Yes","English",7,2,5,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",5.7,{"$nulls":10},"Visma","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Mobile","Mid-level","Yes",4545,0,3989,750,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","C#, Dart"]
["2026-02-20T09:28:52.034","Employee","No","36-40","Male","Yes","English",11,5,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,60,"Engineering Manager","Senior","Yes",6700,null,3800,12000,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, Node.js","SQL, Kafka","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-20T09:28:58.816","Employee","No","31-35","Male","Yes","Both",14,8,7,"10000+","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"OP Pohjola","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37,10,"Developer, Full-Stack","Staff / Principal / Lead","Yes",7124,null,4274,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript","React, Node.js","SQL, Kafka","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-02-20T09:29:03.766","Employee","No","31-35","Female","Yes","English",11,5,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3.09,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Data Engineer","Senior","Yes",6990.18,null,4194,19585.47,null,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python",null,"Apache Spark, Pandas / NumPy, Dagster","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS"]
["2026-02-20T09:29:29.216","Employee","No","36-40","Male","Yes","Both",13,3,5,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,60,"Developer, Full-Stack","Senior","No",3000,5000,3500,1500,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Commission (sales or performance-based), Referral bonus (for successful hires)","Work laptop, Free gym membership, Snacks and beverages in office",0,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","Vue.js, Node.js",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-20T09:30:11.809","Employee","No","46-50","Male","Yes","Both",25,17,3,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Developer, Full-Stack","Staff / Principal / Lead","No",5400,1500,4140,0,12000,"Base+provision+dividends","Above market","Individual performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay), Peer to peer awards","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free), Extra paid vacation, massage, yoga etc. lots of events and flexibility",3000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","All of them","TypeScript, Swift, Clojure","React, re-frame, Reagent","SQL","Docker, AWS, Google Cloud Platform (GCP)","PostgreSQL, DynamoDB",null,"It's just difficult to be correct in the answers, so many benefits"]
["2026-02-20T09:32:10.610","Employee","No","46-50","Male","Yes","Both",19,8,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0.6,{"$nulls":11},"Tampere","Consulting",37.5,95,"Developer, QA or Test","Senior","Yes",4528.87,622.27,3248.4,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Profit sharing, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free), Seniority leave",4800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","Python, Bash",null,null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure"]
["2026-02-20T09:35:40.402","Employee","No","31-35","Male","Yes","English",6,4,4,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",110,{"$nulls":11},"Turku","Product company with software as their core business",29.5,40,"Cybersecurity or InfoSec Professional","Senior","Yes",4600,null,2400,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS",{"$nulls":3},"Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL"]
["2026-02-20T09:36:49.476","Employee","No","21-25","Male","Yes","English",2,1,2,"101-500","Upper secondary – general (lukio / high school equivalent)",null,35.7,{"$nulls":10},"UpCloud","Tampere","Product company with software as their core business",37.5,0,"Developer, Backend","Mid-level","Yes",3800,{"$nulls":5},"Average market","Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Go, Bash",null,"SQL","Linux server, Docker, Kubernetes","PostgreSQL","Not software developer, but software engineer 😫"]
["2026-02-20T09:36:51.245","Employee","No","36-40","Male","Yes","Both",13,0,3,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Turku","Consulting",37.5,15,"Developer, Frontend","Senior","Yes",5200,0,3100,0,0,null,"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React"]
["2026-02-20T09:38:20.452","Entrepreneur","No","36-40","Male","Yes","Both",14,6,6,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-10,{"$nulls":5},10,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","JavaScript, TypeScript, Kotlin","React, Next.js, Node.js","SQL, Kafka","Docker, Google Cloud Platform (GCP)","PostgreSQL, Redis, DynamoDB"]
["2026-02-20T09:39:55.835","Employee","No","36-40","Male","Yes","Finnish",9,4,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,60,"Data Engineer","Senior","Not sure",6284,null,3770,1000,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",4000,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows + WSL","Python, SQL",null,"SQL, Apache Spark, dbt","Terraform, Microsoft Azure"]
["2026-02-20T09:40:06.193","Employee","No","26-30","Male","Yes","English",6,3,2,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",0,{"$nulls":11},"Turku","A company where software is a support role (for example banks or healthcare)",37.5,5,"Developer, Mobile","Mid-level","No",5475,0,2000,0,0,null,"Above market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",200,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Dart",null,null,"CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T09:40:20.287","Employee","No","31-35","Male","Yes","Both",9,3,4,"101-500","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Full-Stack","Mid-level","No",4400,0,2000,0,0,null,"Average market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript, Go","React, Next.js, Node.js","SQL, Snowflake / BigQuery / Redshift","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-20T09:40:52.074","Employee","No","41-45","Female","Yes","English",20,2,7,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":10},"OrangIT Oy","Capital region (Helsinki, Espoo, Vantaa)","Software maintenance company",37.5,20,"Developer, Full-Stack","Staff / Principal / Lead","Yes",6150,0,3690,0,0,"Salary plus one-off bonuses for blog texts etc.","Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay), Blog writing bonus","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, PHP, Scala","React, Symfony","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MySQL, MongoDB"]
["2026-02-20T09:43:31.619","Employee","No","51-55","Male","Yes","Both",27,13,3,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Architect, Software or Solutions","Senior","Yes",5394,2200,3500,0,null,null,"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), On-call compensation (standby pay)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",2500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed), Limited car benefit, Kulttuuri/liikuntaetu 400€/v, hierontaetu 400€/v, hammashoito 300€/v","Windows + WSL","TypeScript, Java, Bash","Angular, Spring Boot, Ext Js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","MySQL"]
["2026-02-20T09:44:01.415","Entrepreneur","Yes, from employee to entrepreneur","31-35","Male","Yes","Both",5,0,4,1,"Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",13,1,"Data & solution architecture, data engineering, full-stack",80,62500,12.5,7,"Hourly + Fixed/project-based","6-12 months","Myself, Agencies","Finland, Abroad",{"$nulls":19},"Windows","TypeScript, Python, Bash","React, Next.js, Node.js","SQL, dbt, Snowflake / BigQuery / Redshift","Linux server, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Snowflake"]
["2026-02-20T09:44:06.142","Employee","No","41-45","Male","Yes","Both",20,7,3,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Full-Stack","Senior","Yes",4628,1455,3700,0,5000,null,"Above market","Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Next.js",null,"Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS"]
["2026-02-20T09:45:10.610","Employee","Yes, from entrepreneur to employee","31-35","Male","Yes","English",12,1,10,"51-100","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Arts and Humanities",20,{"$nulls":10},"RevenueCat","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer Advocate","Senior","Yes",15800,{"$nulls":3},40000,null,"Not sure","Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget",null,null,"macOS","TypeScript, Swift, Flutter","React, Next.js",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-20T09:45:48.302","Employee","No","41-45","Male","Yes","Both",20,13,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.87,{"$nulls":10},"Reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",30,100,"Developer, Full-Stack","Senior","Yes",5348,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",550,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)"]
["2026-02-20T09:46:38.988","Employee","No","51-55","Male","Yes","Finnish",27,12,5,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",40,0,"Senior Executive (C-suite, VP, etc.)","Manager or People Lead","Yes",8200,0,4900,0,0,null,"Not sure","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office",500,null,"macOS","TypeScript, Python",null,"SQL, Pandas / NumPy","Docker, AWS","PostgreSQL"]
["2026-02-20T09:46:59.929","Employee","No","41-45","Male","Yes","Both",23,1,4,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",7.8,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Developer, Full-Stack","Senior","Yes",5300,1800,3180,0,null,null,"Above market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",2500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Next.js, Node.js",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS"]
["2026-02-20T09:47:14.845","Employee","Yes, from entrepreneur to employee","36-40","Male","Yes","Both",15,1,5,"11-50","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,60,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",7124,null,4272,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Free gym membership, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, C#, Swift","React, ASP.NET Core","SQL","Docker, Kubernetes, Microsoft Azure","PostgreSQL, SQL Server, MongoDB"]
["2026-02-20T09:47:18.062","Entrepreneur","Yes, from employee to entrepreneur","46-50","Male","No","English",25,1,7,1,"Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",null,1,null,95,157000,32,5,"Hourly billing","6-12 months","Myself","Abroad",{"$nulls":19},"macOS","JavaScript, Python, Rust","Django","Pandas / NumPy","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T09:47:23.701","Employee","No","36-40","Male","Yes","English",15,8,3,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5.3,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",30,50,"Developer, Full-Stack","Staff / Principal / Lead","No",6950,0,3336,200,3000,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",500,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Bash",{"$nulls":4},"AI tools, Claude Code, Cursor, Copilot etc. adaptation – probably not fully compensation related though but might have an effect"]
["2026-02-20T09:51:10.460","Employee","No","31-35","Male","Yes","Finnish",8,2,2,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",1.25,{"$nulls":10},"Solita","Tampere","Consulting",37.5,100,"Integration Specialist","Mid-level","No",4556,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, C#",null,null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-02-20T09:51:56.861","Employee","No","36-40","Male","Yes","English",13,5,4,"10000+","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",21.5,{"$nulls":10},"Wolt","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",40,5,"Developer, Backend","Senior","Yes",8023,null,4813.8,null,56000,null,"Above market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Snacks and beverages in office",null,null,"macOS"]
["2026-02-20T09:53:39.744","Employee","No","31-35","Female","Yes","Finnish",11,11,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3.14,{"$nulls":11},"Tampere","Consulting",37.5,95,"Developer, Full-Stack","Senior","Yes",5429.62,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Kotlin","React","SQL","Docker, Kubernetes","PostgreSQL"]
["2026-02-20T09:53:50.992","Employee","No","41-45","Male","Yes","Both",20,2,4,"51-100","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",6.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Full-Stack","Senior","Yes",3350,4000,3650,{"$nulls":3},"Not sure","Lomaraha (Holiday bonus), Individual performance bonus, Sign-on bonus, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Kotlin, Bash","React, Node.js, Spring Boot","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","MySQL, MongoDB, DynamoDB"]
["2026-02-20T09:56:43.636","Employee","No","26-30","Male","Yes","Both",9,2,5,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.25,{"$nulls":10},"Solita Oy","Oulu","Consulting",37.5,95,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",5366,0,3219.6,0,0,"Monthly salary","Below market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Monitors for home office, Public transport subsidy (tax-free)",700,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Go","Vue.js","TensorFlow, PyTorch","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Memgraph","Business domain that you are working on/consulting to"]
["2026-02-20T09:58:01.923","Employee","No","36-40","Male","Yes","Finnish",13,0,3,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",17,{"$nulls":11},"Turku","Consulting",37.5,40,"Developer, Full-Stack","Senior","Yes",5800,0,3480,0,0,null,"Above market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript","React, Node.js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis"]
["2026-02-20T09:58:13.032","Employee","No","31-35","Female","Yes","Finnish",10,2,2,"11-50","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Full-Stack","Senior","No",6000,{"$nulls":5},"Average market","Lomaraha (Holiday bonus)","Work laptop, Free office parking (during work hours), Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Node.js","SQL","Kubernetes, Terraform, AWS","Oracle"]
["2026-02-20T09:59:22.282","Employee","No","41-45","Male","Yes","Finnish",21,10,5,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.25,{"$nulls":11},"Oulu","Consulting",37.5,0,"Developer, Full-Stack","Senior","Yes",4851,0,2903,0,0,null,"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","Windows + WSL","JavaScript, TypeScript, Java","React, Angular, Node.js","SQL","Docker, AWS, Microsoft Azure","PostgreSQL, SQL Server, Redis"]
["2026-02-20T10:02:19.592","Employee","No","36-40","Male","Yes","English",13,6,2,"10000+","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",25.4,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,0,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",7400,0,3540,14000,0,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, Java, Go","React, Spring Boot","Kafka, Pandas / NumPy","Linux server, Docker, Kubernetes","PostgreSQL, MySQL"]
["2026-02-20T10:02:34.572","Employee","No","31-35","Male","Yes","English",8,3,null,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",8,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,80,"Developer, Full-Stack","Mid-level","Yes",4800,350,3000,0,0,null,"Average market","Lomaraha (Holiday bonus), Commission (sales or performance-based)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",2000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","JavaScript, TypeScript, Java","React, Next.js, Node.js","SQL","Linux server, Docker","PostgreSQL, MySQL, MongoDB"]
["2026-02-20T10:06:06.202","Employee","No","36-40","Male","Yes","Both",15,6,4,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",6,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"DevOps Engineer or Professional","Senior","Yes",5400,1200,3240,0,null,null,"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",2000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","TypeScript, Python, Bash",null,null,"Linux server, Docker, Terraform","MySQL"]
["2026-02-20T10:07:05.083","Employee","No","46-50","Male","Yes","Finnish",25,3,8,"1001-5000","Upper secondary – general (lukio / high school equivalent)",null,2,{"$nulls":10},"Yleisradio","Tampere","Public or third sector",37,60,"DevOps Engineer or Professional","Senior","No",6322,null,5200,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free gym membership",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","Python, Go, Bash",null,null,"Kubernetes, Terraform, AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-20T10:07:09.337","Employee","No","26-30","Female","Yes","Both",7,1,4,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Full-Stack","Senior","No",4850,0,0,0,0,0,"Below market",null,"Health insurance, Work laptop, Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit)","macOS","TypeScript, Java, C#","React, Vue.js, Next.js",null,"Kubernetes","PostgreSQL, MongoDB"]
["2026-02-20T10:08:05.430","Employee","No","36-40","Male","Yes","Both",14,7,2,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,50,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",5395,1380,3237,0,0,null,"Average market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires), certificate bonus, peer recognition bonus","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",1100,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, Next.js, Node.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-20T10:09:24.066","Employee","No","26-30","Male","Yes","Both",8,5,3,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Oulu","Consulting",37.5,90,"Developer, Full-Stack","Senior","No",4425,{"$nulls":5},"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","TypeScript, Go","Vue.js","SQL","Linux server, Docker, AWS","PostgreSQL"]
["2026-02-20T10:09:51.333","Employee","No","21-25","Male","Yes","Finnish",2,1,2,"101-500","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",22.5,9,"ICT Specialist. Tasks range from Linux servers to backend development to cloud solutions.","Mid-level","Not sure",2115,{"$nulls":5},"Average market","Company performance bonus, Sign-on bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Limited car benefit","Windows + WSL","JavaScript, Python, Bash",null,"SQL, TensorFlow, PyTorch","Linux server, Docker, AWS","PostgreSQL, Redis"]
["2026-02-20T10:10:30.978","Employee","No","36-40","Male","No","English",18,1,8,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",22,{"$nulls":10},"Globalization Partners","remote","Product company with software as their core business",37.5,0,"Developer, Frontend","Senior","Not sure",110000,0,null,null,20000,"salary and RSU options","Above market","Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop",null,null,"macOS","TypeScript","React",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","duckdb"]
["2026-02-20T10:11:12.677","Employee","Yes, from entrepreneur to employee","31-35","Male","Yes","Both",4,1,4,"3-5","Basic education (peruskoulu / compulsory education)","Information and Communication Technologies (ICT / Computer Science)",170,{"$nulls":11},"Salo","Product company with software as their core business",40,0,"Developer, Full-Stack","Mid-level","No",4500,0,2500,0,0,null,"Average market",null,"Work remotely from abroad (1 week or more)",0,null,"macOS","JavaScript, TypeScript, Bash","Vue.js, Next.js, Node.js","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MongoDB, Drizzle"]
["2026-02-20T10:12:32.512","Entrepreneur","No","31-35","Male","Yes","Both",13,5,4,"3-5","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-50,5,"backend, frontend, full-stack, mobile, AI",90,25000,5,30,"Hourly billing","1-3 months","Myself, Agencies","Finland, Abroad",{"$nulls":19},"macOS","TypeScript, Rust, Kotlin","React, Vue.js","SQL","Docker, Terraform, Google Cloud Platform (GCP)","PostgreSQL, Redis"]
["2026-02-20T10:13:21.334","Employee","No","31-35","Male","Yes","Both",3,1,2,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",27,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,80,"Developer, Full-Stack","Mid-level","Not sure",4700,{"$nulls":5},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Snacks and beverages in office",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Clojure, ClojureScript","Flask, re-frame, Reagent","SQL, PyTorch","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, Datomic"]
["2026-02-20T10:14:30.555","Employee","No","36-40","Male","Yes","Finnish",15,2,8,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Architect, Software or Solutions","Senior","No",5500,1800,0,0,0,null,"Average market","Profit sharing","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",7200,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS"]
["2026-02-20T10:14:46.041","Employee","No","26-30","Male","No","English",10,0,6,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",40,80,"AI/ML Engineer","Senior","No",110000,null,0,7500,20000,null,"Above market","Individual performance bonus, Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Monitors for home office",0,null,"macOS","Python, Bash",null,"Airflow, PyTorch, scikit-learn","Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL",null,"Controversial lists of tech in the ML databases. Some of them are not really about the topic like airflow to ML"]
["2026-02-20T10:17:18.892","Entrepreneur","No","36-40","Male","Yes","Both",13,1,6,1,"Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,10,"Full-stack software development, devops, architecture",70,100000,37.5,9,"Hourly billing","Varies significantly","Myself, Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Python, Ruby","React, Django, Ruby on Rails","SQL, Pandas / NumPy","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MySQL, Redis"]
["2026-02-20T10:19:32.382","Employee","No","41-45","Male","Yes","Finnish",8,3,4,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":10},"Traficom","Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",30,15,"Data Engineer","Senior","Yes",4100,null,2500,0,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Public transport subsidy (tax-free), Liikunta- / kulttuurietu",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","JavaScript, Python, Bash","React, Django, FastAPI","SQL","Linux server, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-20T10:21:55.788","Employee","No","31-35","Male","Yes","Finnish",8,2,4,"1001-5000","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",11,{"$nulls":10},"Gofore","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Cloud Infrastructure Engineer","Senior","Not sure",4766,null,2383,0,0,"Stock Share Saving Plan from salary","Below market","Lomaraha (Holiday bonus), Sign-on bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Python, Powershell, HCL (HashiCorp Language)","Django","SQL","Windows server, Terraform, Microsoft Azure","PostgreSQL, Microsoft SQL"]
["2026-02-20T10:23:54.884","Employee","No","46-50","Male","Yes","Both",22,13,6,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":11},"Turku","Consulting",37.5,95,"Developer, Desktop or Enterprise Applications","Senior","Yes",5480,null,3271,0,0,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Free office parking (during work hours), Fixed-line internet to your home",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","C#, C, Oracle PL/SQL",null,"SQL","Linux server","Oracle"]
["2026-02-20T10:24:10.512","Employee","No","31-35","Female","Yes","Both",5,5,2,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",10,{"$nulls":10},"Futurice","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Backend","Senior","No",5049,0,2643.35,1326,null,"Monthly salary + variable salary based on company performance. In addition, I have gained one-off recruitment bonuses and voluntary work payments (called spice hours compensation)","Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Bash","Next.js, Node.js, FastAPI","SQL","Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis, DynamoDB"]
["2026-02-20T10:24:38.895","Employee","No","31-35","Male","Yes","English",5,5,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",2,{"$nulls":10},"Solita","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,95,"Data Engineer","Mid-level","Yes",4920,0,2940,0,0,null,"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free), Hobby clubs",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows","Python, SQL",null,"SQL, Apache Spark, Python","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","Databricks"]
["2026-02-20T10:26:08.127","Employee","No","46-50","Male","Yes","Both",18,1,5,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Backend","Senior","Yes",5600,0,3360,1000,null,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Referral bonus (for successful hires), On-call compensation (standby pay)","Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Snacks and beverages in office",700,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed), Accommodation","macOS","PHP","Drupal",null,"Docker","MySQL"]
["2026-02-20T10:26:43.360","Employee","No","31-35","Female","Yes","English",4,1,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Arts and Humanities",8.51,{"$nulls":10},"University","Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",36.25,60,"Cloud Infrastructure Engineer","Mid-level","Yes",3150,0,3090,0,0,null,"Average market","Lomaraha (Holiday bonus)","Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc",120,null,"Windows + WSL",{"$nulls":3},"Linux server, Terraform, Microsoft Azure"]
["2026-02-20T10:28:36.872","Employee","No","31-35","Male","Yes","English",0,0,1,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Full-Stack","Junior / Entry-level","Not sure",2500,{"$nulls":5},"Below market","Referral bonus (for successful hires)","Health insurance, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,null,"macOS","JavaScript, TypeScript, Python","React, FastAPI"]
["2026-02-20T10:28:39.630","Employee","No","41-45","Male","Yes","Finnish",24,7,4,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0.18,{"$nulls":10},"Gofore","Jyväskylä","Consulting",35,15,"Architect, Software or Solutions","Senior","Not sure",5318,140,3190,null,null,"Base + flex ","Below market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Free use of the office public spaces for personal events",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, TypeScript, C#","React, Node.js, ASP.NET Core","SQL","Windows server, CI/CD (GitHub Actions, GitLab CI, Jenkins)","SQL Server, Redis",null,"LLM use, either local or remote and whether agentic or not and any limitations related to these would probably be questions worth asking these days."]
["2026-02-20T10:29:09.102","Entrepreneur","Yes, from employee to entrepreneur","26-30","Male","Yes","Both",5,3,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,0,"project management",50,90000,40,null,"Hourly billing","Varies significantly","Myself","Finland",{"$nulls":19},"Linux (bare metal / native)"]
["2026-02-20T10:30:26.394","Employee","No","41-45","Male","Yes","Finnish",21,8,7,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",2.1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,100,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",6808.1,1600,4800,15000,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Snacks and beverages in office",600,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","Linux (bare metal / native)","Java, Bash","Quarkus","SQL","Linux server, Docker, Kubernetes","PostgreSQL, Redis"]
["2026-02-20T10:30:52.857","Employee","No","46-50","Male","Yes","Both",20,5,5,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,30,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",5200,2100,2500,0,500,null,"Above market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free), Sauna / SPA at the office. Beer tap at the office. Yearly trip abroad.",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Go, Kotlin, Swift",null,null,"Docker, Terraform, AWS"]
["2026-02-20T10:31:22.499","Employee","Yes, from entrepreneur to employee","31-35","Male","Yes","English",10,0,5,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-17,{"$nulls":11},"Fully remote","Product company with software as their core business",40,0,"Developer, Full-Stack","Senior","Yes",11667,0,7000,3500,null,"Stock options","Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office",null,null,"macOS","TypeScript, Python","React, Django",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis"]
["2026-02-20T10:31:42.082","Employee","No","36-40","Male","Yes","Finnish",18,5,3,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",8,{"$nulls":10},"Polar Squad Oy","Tampere","Consulting",37.5,20,"Cloud Infrastructure Engineer","Staff / Principal / Lead","Yes",6704,null,3620,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work remotely from abroad (1 week or more), Work laptop, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",1024,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Bash","React, Django, FastAPI","SQL, Pandas / NumPy","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-20T10:33:09.123","Entrepreneur","No","26-30","Male","Yes","Both",4,2,4,2,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,2,"AI consulting, fullstack web app development, indie hacking web apps",100,30000,20,40,"Fixed price / project-based","1-3 months","Myself","Finland, Abroad",{"$nulls":19},"macOS","TypeScript, Python","React, Next.js, FastAPI","SQL","Linux server, Microsoft Azure, Google Cloud Platform (GCP)","PostgreSQL","entrepreneurship is hard. I worked a lot, but majority was spent my own product development. I work very little for customer projects, as I develop almost everything with AI in super short time. Can't estimate hours. Probably 1 hour of todays work is 30 hours two year ago in terms of efficiency."]
["2026-02-20T10:33:36.946","Employee","No","26-30","Male","Yes","Both",4,1,3,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",45,{"$nulls":10},"Inderes Oyj","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,10,"Developer, Full-Stack","Mid-level","Yes",5100,200,3000,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Super large health insurance",200,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Angular, Next.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","MongoDB, Redis"]
["2026-02-20T10:34:53.639","Employee","No","36-40","Male","Yes","Both",16,12,3,"11-50","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Turku","Consulting",40,0,"AI/ML Engineer","Manager or People Lead","Yes",6800,0,0,0,75000,null,"Above market","Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Limited car benefit","Windows + WSL","TypeScript, Python, Go","React, Next.js, Node.js",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Google Cloud Platform (GCP)","PostgreSQL, Redis"]
["2026-02-20T10:36:50.080","Employee","No","36-40","Male","Yes","English",15,4,4,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Remote (US)","Product company with software as their core business",37.5,0,"Developer, Backend","Staff / Principal / Lead","Yes",12600,0,7560,4800,null,"Management by objectives from Q3 2025 onwards. Up to 10% bonus on yearly salary.","Not sure","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget",0,null,"macOS","TypeScript, Go, Bash","React","SQL","Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-20T10:36:59.187","Employee","No","36-40","Male","Yes","Finnish",11,11,1,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",1.98,{"$nulls":10},"Reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,100,"Developer, Full-Stack","Senior","Yes",6424,null,3854,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Fixed-line internet to your home, Snacks and beverages in office",500,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","TypeScript, Python","React, Next.js, FastAPI","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-20T10:38:40.741","Employee","No","31-35","Female","Yes","Both",10,10,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",7,{"$nulls":10},"Solita","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,25,"Developer, Full-Stack","Senior","Yes",5400,{"$nulls":5},"Average market",null,"Health insurance, Work laptop, Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Java",null,"SQL","Docker","PostgreSQL"]
["2026-02-20T10:39:25.952","Employee","No","36-40","Male","Yes","English",12,1,5,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",-3,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",40,80,"Developer, Full-Stack","Senior","No",6800,0,0,0,null,null,"Average market","Stock options / equity","Health insurance, Work laptop, Snacks and beverages in office",null,null,"macOS","TypeScript, Python, Bash","React, Next.js","SQL, Vespa","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, Redis","Currently in a seed-stage startup"]
["2026-02-20T10:39:46.822","Employee","Yes, from entrepreneur to employee","31-35","Male","Yes","Finnish",10,10,1,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Engineering, Manufacturing, and Construction",0.74,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,37.5,"Founder, Technology or Otherwise","Senior","No"]
["2026-02-20T10:40:40.642","Employee","No","46-50","Male","Yes","English",25,5,9,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":10},"Smartly.io","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,60,"DevOps Engineer or Professional","Senior","Yes",6522,null,3584.18,11162.81,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Bash",null,null,"Kubernetes, Terraform, Ansible","PostgreSQL, Redis, Clickhouse"]
["2026-02-20T10:41:32.008","Employee","No","31-35","Male","Yes","Finnish",8,1,2,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",30,{"$nulls":10},"Rebase","Capital region (Helsinki, Espoo, Vantaa)","Consulting",38,5,"Recruiter","Senior","No",6000,1000,4200,0,0,"base + OKR model quarterly 0-4500€","Not sure","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Work laptop",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS",{"$nulls":5},"I'm recruiter/people lead in IT consulting company and would like to know more about salaries in this subsection"]
["2026-02-20T10:41:37.624","Employee","No","46-50","Male","Yes","Both",20,5,5,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":11},"Tampere","Consulting",37.5,5,"Cloud Infrastructure Engineer","Staff / Principal / Lead","Yes",5973,null,3583.8,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, Python, Bash","Node.js",null,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-20T10:42:15.559","Employee","No","36-40","Male","Yes","Finnish",12,1,3,"51-100","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",23.6,{"$nulls":11},"Tampere","Consulting",37.5,90,"DevOps Engineer or Professional","Senior","Yes",5500,0,0,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python",null,"SQL, Airflow, Kafka","Kubernetes, Terraform, AWS","PostgreSQL, Oracle"]
["2026-02-20T10:43:44.376","Employee","No","41-45","Male","Yes","Finnish",18,10,6,"51-100","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Wunderdog","Capital region (Helsinki, Espoo, Vantaa)","Consulting",30,100,"Developer, Full-Stack","Senior","Not sure",5162,null,3000,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Sign-on bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",675,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Node.js, Express","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","Oracle"]
["2026-02-20T10:44:47.546","Employee","No","36-40","Prefer not to say","Yes","Both",15,6,5,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,50,"Developer, Full-Stack","Senior","Yes",5800,null,3400,0,null,null,"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Profit sharing, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",300,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, Python, C#","React, Node.js, Express","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-20T10:46:12.174","Employee","No","31-35","Male","Yes","Both",16,3,3,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,40,"Cybersecurity or InfoSec Professional","Manager or People Lead","Yes",7920,0,3960,0,107200,"Salary + RSUs","Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",750,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Rust, Bash","React","Pandas / NumPy","Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MongoDB"]
["2026-02-20T10:47:34.810","Entrepreneur","No","41-45","Male","Yes","Both",18,5,8,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5.7,5,"Full-stack software development",95,156417,37.5,6,"Hourly billing","6-12 months","Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Python, Java","Node.js, Express, Spring Boot","SQL, Kafka","Kubernetes, Terraform, Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-20T10:49:37.782","Employee","No","36-40","Male","Yes","Finnish",15,7,4,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Full-Stack","Staff / Principal / Lead","Yes",6400,null,7700,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work laptop, Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Clojure","React, Node.js, Express",null,"Kubernetes, Terraform, AWS","PostgreSQL"]
["2026-02-20T10:52:45.775","Employee","No","46-50","Male","Yes","Finnish",27,5,8,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Kuopio","Product company with software as their core business",37.5,30,"Product Manager","Senior","No",6500,0,3900,0,0,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows",null,null,"SQL","Google Cloud Platform (GCP)","PostgreSQL, MySQL"]
["2026-02-20T10:56:24.112","Employee","No","31-35","Prefer not to say","Yes","Both",8,8,1,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Tampere","Consulting",37.5,100,"System Administrator",null,"Not sure",4900,0,2800,{"$nulls":3},"Not sure",null,"Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Fixed-line internet to your home",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS",{"$nulls":3},"Linux server, Terraform, Ansible","MongoDB"]
["2026-02-20T10:56:33.443","Employee","No","46-50","Prefer not to say","Yes","Finnish",28,3,null,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",39,80,"educator","Senior","No",4450,null,0,2000,null,null,"Average market","Company performance bonus","Work laptop, Free office parking (during work hours)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, PHP","Node.js, Express","SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","MySQL"]
["2026-02-20T10:57:38.577","Entrepreneur","No","36-40","Female","Yes","Both",17,4,6,1,"Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",0,4,"full-stack & AI development",83,129232,30,45,"Hourly billing","12-24 months","Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Python, Scala","React, Node.js, FastAPI","SQL, Kafka, PyTorch","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MySQL, Redis"]
["2026-02-20T10:59:15.066","Entrepreneur","No","51-55","Male","Yes","Finnish",26,18,10,1,"Upper secondary – general (lukio / high school equivalent)",null,0,18,"software development/consulting in niche tech",95,155000,35,5,"Hourly billing","Over 24 months","Myself","Finland, Abroad",{"$nulls":19},"Linux (bare metal / native)","TypeScript, Python, Java","React, Vue.js, Node.js","PyTorch, https://github.com/ray-project","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, sqlite, https://kvrocks.apache.org/, ","AI use in daily doing has exploded, 2025 was the year when ai agents like opencode became the mainstream."]
["2026-02-20T11:00:34.729","Employee","No","41-45","Female","Yes","Finnish",18,12,4,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.4,{"$nulls":10},"Government agency","Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",36.25,2,"Engineering Manager",null,"No",5985,null,4489,0,0,null,"Above market","Lomaraha (Holiday bonus)","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",50,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows","JavaScript, TypeScript, Java","React, Spring Boot","SQL","Linux server, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Oracle"]
["2026-02-20T11:01:40.981","Employee","No","31-35","Female","Yes","Both",4,2,2,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Danfoss","Tampere","Product company with software as their core business",37.5,40,"Developer, Embedded Applications or Devices","Mid-level","Yes",4284,null,2570.4,1564.77,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc",350,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows","Python, C++",null,null,"Ansible, Microsoft Azure"]
["2026-02-20T11:01:46.631","Employee","No","31-35","Female","Yes","Finnish",8,1,6,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Full-Stack","Mid-level","Yes",5300,0,2650,0,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Node.js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","Oracle"]
["2026-02-20T11:03:54.399","Employee","No","36-40","Male","Yes","Finnish",17,14,2,"11-50","Upper secondary – general (lukio / high school equivalent)",null,2.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,85,"Developer, Full-Stack","Staff / Principal / Lead","Yes",5870,0,3522,0,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, PHP","React, Angular, Next.js",null,"Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MySQL, Redis"]
["2026-02-20T11:04:07.103","Employee","No","36-40","Male","Yes","English",12,1,4,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",9,{"$nulls":10},"Holvi","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,0,"Developer, Backend","Senior","Not sure",6000,null,3300,0,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Accommodation","macOS","Python","Django, FastAPI","SQL, Snowflake / BigQuery / Redshift","Docker, Kubernetes, Terraform","PostgreSQL"]
["2026-02-20T11:04:35.334","Employee","No","41-45","Female","Yes","Finnish",12,7,2,"5001-10000","Master’s degree – university (FM, KTM, DI, etc.)","Arts and Humanities",2.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",37.5,20,"Architect, Software or Solutions","Senior","No",4636,0,3256,1000,0,null,"Below market","Lomaraha (Holiday bonus), Individual performance bonus","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",null,null,"Windows","powershell",null,null,"Windows server, Terraform, Microsoft Azure"]
["2026-02-20T11:05:26.290","Employee","No","36-40","Male","Yes","Both",20,7,3,"11-50","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Turku","Product company with software as their core business",37.5,75,"Founder, Technology or Otherwise","Staff / Principal / Lead","No",6500,0,3900,0,0,null,"Above market","Lomaraha (Holiday bonus)","Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",null,null,"macOS","TypeScript, Python, Rust","React, Node.js, Django","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-20T11:08:24.116","Entrepreneur","No","21-25","Non-binary","Yes","Both",6,1,4,1,"Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",14,4,"Software development in all kinds of technologies",80,43000,15,10,"Hourly billing","3-6 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","TypeScript, C++, Scala","React, Next.js, Node.js","SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Google Cloud Platform (GCP)","PostgreSQL, MySQL"]
["2026-02-20T11:09:08.935","Employee","No","26-30","Male","Yes","Both",7,7,1,"10000+","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":11},"Turku","Consulting",30,5,"Developer, Full-Stack","Senior","Yes",3000,null,1700,500,1000,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Fixed-line internet to your home",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript, Java","Angular, Spring Boot","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL, MariaDB"]
["2026-02-20T11:09:55.351","Employee","No","31-35","Male","Yes","Both",9,4,2,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Social Sciences, Journalism, and Information",2.26,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Data Engineer","Senior","Yes",4400,1600,3600,{"$nulls":3},"Not sure","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Python",null,"Apache Spark, Airflow, Pandas / NumPy","Docker, Kubernetes, Ansible","PostgreSQL, MySQL"]
["2026-02-20T11:10:43.640","Employee","No","36-40","Male","Yes","Both",null,14,2,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Consulting",37.5,60,"Developer, Full-Stack","Senior","No",4700,null,null,6300,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free)",240,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","JavaScript, TypeScript","React, Node.js, Express","SQL",null,"PostgreSQL, SQLite"]
["2026-02-20T11:11:27.174","Employee","No","41-45","Female","Yes","Both",20,1,10,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",null,20,"Developer, Full-Stack","Senior","Yes",6500,{"$nulls":5},"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Kotlin","React","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-20T11:13:58.477","Employee","No","31-35","Male","Yes","Both",9,4,4,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":11},"Tampere","Consulting",37.5,50,"Developer, Full-Stack","Senior","Yes",4800,0,2880,0,0,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Fixed-line internet to your home",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","Python, C#, Bash","React",null,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MongoDB"]
["2026-02-20T11:16:19.439","Entrepreneur","Yes, from employee to entrepreneur","36-40","Male","Yes","English",9,1,7,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,1,"Cloud and devops",75,null,37.5,null,"Hourly billing","1-3 months","Myself, Agencies","Finland",{"$nulls":19},"Windows","JavaScript, TypeScript, Python","React, Next.js, Django","SQL, Snowflake / BigQuery / Redshift","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, MySQL, DynamoDB"]
["2026-02-20T11:17:40.787","Employee","No","36-40","Female","Yes","Finnish",25,5,6,"5001-10000","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"University of Helsinki","Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",32.5,40,"IT specialist","Senior","No",56117,null,3139,0,0,null,"Below market","Lomaraha (Holiday bonus)","Work laptop",0,null,"macOS","PHP, Bash",null,null,"Docker, Terraform, Ansible"]
["2026-02-20T11:19:17.823","Entrepreneur","No","31-35","Male","Yes","Both",15,1,10,"10000+","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",8,3,"Full-stack development, mobile, DevOps, architecture",95,160000,37.5,3,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","TypeScript","React, Next.js, Node.js","SQL","Docker, Terraform, AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-20T11:20:25.522","Employee","No","36-40","Male","Yes","Both",13,4,4,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":12},"Consulting",37.5,1,"Developer, Embedded Applications or Devices","Senior","Not sure",4970,0,null,0,0,"None","Below market",null,null,300,"Bicycle benefit","Windows + Linux VM","C++",{"$nulls":3},"Sqlite","I hate computers"]
["2026-02-20T11:22:17.786","Employee","No","41-45","Male","Yes","Both",20,20,1,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Tampere","A company where software is a support role (for example banks or healthcare)",37.5,50,"Engineering Manager","Manager or People Lead","Yes",6400,null,3840,10000,null,null,"Not sure","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free), Dentist",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","macOS","Python, Java, Terraform",null,"SQL, dbt, Snowflake / BigQuery / Redshift","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Oracle, DynamoDB"]
["2026-02-20T11:24:35.382","Employee","No","41-45","Male","Yes","Both",25,11,11,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",30,10,"Architect, Software or Solutions","Senior","Yes",5468.2,636.78,3689.79,null,5681,null,"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay), recognition bonus for doing a good thing (any colleague can recommend it)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free), Dental care",2576,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Clojure","React, Node.js, htmx","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-20T11:24:43.194","Entrepreneur","No","41-45","Female","Yes","Finnish, English both",15,3,5,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,3,"Test management, Quality management, release management",72,109000,38,7,"Hourly billing","Open-ended","Agencies","Finland",{"$nulls":22},"SQL",null,"MySQL"]
["2026-02-20T11:25:33.238","Employee","No","31-35","Male","Yes","English",12,2,4,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",4,{"$nulls":10},"Smartly.io","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,60,"Developer, Full-Stack","Senior","Yes",7020,0,3510,13700,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires), On-call compensation (standby pay)","Work remotely from abroad (1 week or more), Work laptop, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, Koa","SQL, Kafka","Linux server, Docker, Kubernetes","PostgreSQL, Redis"]
["2026-02-20T11:25:34.337","Employee","No","36-40","Male","Yes","English",15,7,5,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",0,{"$nulls":10},"Cloud2","Capital region (Helsinki, Espoo, Vantaa)",null,37.5,80,"Senior Executive (C-suite, VP, etc.)","Manager or People Lead","Yes",8000,0,1,1,0,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free office parking (during work hours)",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Java, C++","React","SQL, Snowflake / BigQuery / Redshift","AWS, Microsoft Azure, Google Cloud Platform (GCP)","PostgreSQL, MySQL, SQL Server"]
["2026-02-20T11:26:04.195","Entrepreneur","No","41-45","Male","Yes","English",19,3,5,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",12,12,"Full stack",95,150000,138,6,"Hourly billing","Over 24 months","Myself, Agencies","Finland, Abroad"]
["2026-02-20T11:28:42.241","Employee","No","36-40","Female","Yes","Both",10,5,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Project Manager","Manager or People Lead",null,5400,{"$nulls":5},"Average market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS"]
["2026-02-20T11:34:19.741","Employee","No","41-45","Female","Yes","Both",20,3,5,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Consulting",37.5,50,"Test specialist","Senior","No",5366.73,0,2974.65,3464.82,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, Robot Framework",null,"SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MySQL",null,"Would be nice to have a role specific for Test engineer / Test specialist / QA engineer. I don't consider myself as Developer (in Test / QA), so I didn't select that option. Depends if the definition of Developer is like in Agile development, i.e. everyone in a development team is considered as Developer, but then also designers should be considered as Developers (in Design)."]
["2026-02-20T11:36:09.226","Employee","Yes, from entrepreneur to employee","26-30","Male","Yes","Both",8,1,2,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Social Sciences, Journalism, and Information",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,50,"Developer, Full-Stack","Senior","No",5350,0,2500,0,0,null,"Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",200,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript, Python","Next.js","SQL, Pandas / NumPy","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MongoDB, Redis"]
["2026-02-20T11:36:28.038","Employee","No","26-30","Male","Yes","English",6,2,3,"501-1000","Upper secondary – general (lukio / high school equivalent)",null,20,{"$nulls":10},"Unikie","Tampere","Consulting",37.5,5,"DevOps Engineer or Professional","Mid-level","No",5600,null,3360,null,null,"50% of amount invoiced from customer","Above market","Lomaraha (Holiday bonus), Commission (sales or performance-based)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Linux (bare metal / native)","Python, Bash, nix","Astro",null,"Linux server, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T11:40:59.884","Employee","No","51-55","Male","Yes","Both",30,4,9,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":10},"Nitor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,60,"Architect, Software or Solutions","Senior","Yes",7250,550,3600,1300,0,"We get bonuses from certificates and certificate renewals, and employer pays certs","Average market","Commission (sales or performance-based), Referral bonus (for successful hires), Passing and renewing certs","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed), Unlimited car benefit","macOS","TypeScript, Python, Java","React, Node.js, Spring Boot","SQL, Snowflake / BigQuery / Redshift","Kubernetes, Terraform, Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-20T11:43:31.522","Employee","No","41-45","Male","Yes","Finnish",20,9,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-20,{"$nulls":11},"Kuopio","Consulting",37.5,75,"Developer, Full-Stack","Senior","Yes",4700,1500,{"$nulls":3},"base+provision from hourly rate","Average market","Lomaraha (Holiday bonus), Profit sharing","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-20T11:43:41.773","Employee","No","46-50","Male","Yes","Both",27,0,5,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",-10,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,65,"Cybersecurity or InfoSec Professional","Staff / Principal / Lead","Yes",8000,null,5000,null,25000,null,"Above market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Python, Bash","React, Node.js, FastAPI","SQL, TensorFlow, PyTorch","Linux server, Microsoft Azure","PostgreSQL"]
["2026-02-20T11:44:57.207","Employee","No","41-45","Male","Yes","Finnish",15,3,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Vincit","Tampere","Consulting",37.5,20,"Developer, Full-Stack","Senior","Yes",5050,200,{"$nulls":4},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, C#","React, Next.js, NestJS","SQL","Kubernetes, AWS, Microsoft Azure","PostgreSQL, SQL Server, Redis"]
["2026-02-20T11:45:24.485","Employee","No","31-35","Male","Yes","Both",5,3,2,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",1,{"$nulls":10},"SOK","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,40,"Developer, Full-Stack","Mid-level","Yes",4766,null,2859,3701,null,"Salary + annual bonus","Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",200,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Kotlin","React, Node.js, Ktor","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL"]
["2026-02-20T11:51:50.215","Employee","No","41-45","Male","Yes","Finnish",25,3,11,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Consulting",37.5,80,"Developer, Full-Stack","Senior","Yes",5950,null,2975,1000,2000,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed), Garage (outside work hours)","Linux (bare metal / native)","JavaScript, TypeScript, Python","React, Node.js, FastAPI","SQL","Linux server, Docker, AWS","PostgreSQL"]
["2026-02-20T11:55:57.558","Employee","No","31-35","Male","No","English",10,4,2,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Engineering, Manufacturing, and Construction",9,{"$nulls":10},"Liikennevirta Oy","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,5,"Cloud Infrastructure Engineer","Senior","Not sure",6310,null,3786,1139,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",3000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit","macOS","TypeScript, Python, Bash",null,"SQL","Kubernetes, Terraform, AWS","PostgreSQL, MySQL, Redis"]
["2026-02-20T11:56:41.743","Employee","No","31-35","Male","Yes","Both",7,4,null,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",8,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,50,"AI/ML Engineer","Senior","Yes",5400,null,null,3300,null,null,"Not sure","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Linux (bare metal / native)","Python",null,"SQL","Google Cloud Platform (GCP)","PostgreSQL, Tiger Data (Timescale)"]
["2026-02-20T11:57:41.907","Employee","No","41-45","Male","Yes","Finnish",18,18,1,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Tampere","Consulting",37.5,5,"Developer, Full-Stack","Senior","Yes",5460,0,3276,0,null,null,"Below market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed), Limited car benefit","macOS","JavaScript, TypeScript, Java","Spring Boot","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","Oracle"]
["2026-02-20T11:57:45.028","Employee","No","36-40","Female","Yes","Both",10,10,2,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",14,{"$nulls":10},"Vincit Oyj","Jyväskylä","Consulting",37.5,80,"Project Manager","Senior","Not sure",4620,null,1356,1000,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS"]
["2026-02-20T11:58:51.345","Employee","No","31-35","Male","Yes","Finnish",8,1,4,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",20,{"$nulls":10},"61N","Tampere","Consulting",37.5,50,"Developer, Full-Stack","Mid-level","Yes",5150,null,3000,1000,0,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Kotlin, Bash","React","SQL, Kafka","Linux server, Docker, Kubernetes","PostgreSQL"]
["2026-02-20T12:01:55.842","Employee","No","36-40","Female","Yes","English",15,4,7,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-0.6,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Data Engineer","Senior","No",3000,4000,4200,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, Python, Clojure","React, Node.js","SQL, dbt, Snowflake / BigQuery / Redshift","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-20T12:09:33.567","Employee","No","36-40","Male","Yes","Finnish",9,4,3,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":13},"Consulting",37.5,10,"Developer, Full-Stack","Mid-level",null,4600,{"$nulls":5},"Below market",null,"Work laptop, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, C#","Angular, Node.js, Flask",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-02-20T12:12:32.623","Employee","No","> 55 yrs","Male","Yes","Both",42,8,4,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Vincit Oyj","Capital region (Helsinki, Espoo, Vantaa)","Consulting",30,5,"Developer, Desktop or Enterprise Applications","Senior","Not sure",4540,null,2450,22200,null,"Provision","Above market","Lomaraha (Holiday bonus), Individual performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","ABAP"]
["2026-02-20T12:12:56.315","Employee","No","41-45","Male","Yes","English",15,7,2,"501-1000","Upper secondary – general (lukio / high school equivalent)",null,2.14,{"$nulls":10},"Vincit","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Developer, Full-Stack","Senior","No",4710,2300,4000,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Python, C++","Django",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-20T12:13:38.324","Employee","No","41-45","Male","Yes","Both",13,1,5,"11-50","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",6,{"$nulls":10},"Resistomap","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,66,"Developer, Full-Stack","Senior","Not sure",5800,null,null,0,0,null,"Above market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Other tools like high-end keyboard, mouse etc, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","TypeScript","React, Node.js, Express",null,"Linux server, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-20T12:14:15.855","Entrepreneur","No","41-45","Male","Yes","Both",18,5,3,2,"Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",-15,5,"Fullstack",94,null,37.5,6,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","JavaScript, TypeScript, Java","React, Node.js, Spring Boot","SQL, Kafka","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Oracle, Redis","I was without project 6 months last year","Perhaps asking about months of unemployment / without project during last 1-2 years "]
["2026-02-20T12:14:19.325","Employee","No","36-40","Male","Yes","Finnish",10,2,3,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Developer, Full-Stack","Senior","Yes",5850,1375,{"$nulls":3},"The commission is paid once a year as dividends based on the ownership of the company","Above market","Profit sharing","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free), Hammaslääkäri",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, Python, Terraform DSL","React, Node.js, FastAPI","SQL, TensorFlow, PyTorch","Linux server, Kubernetes, Terraform","PostgreSQL",null,"3 vaihtoehtoa on aivan liian vähän fullstackerille"]
["2026-02-20T12:15:06.929","Employee","No","36-40","Male","Yes","Finnish",16,8,5,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Vincit","Tampere","Consulting",37.5,100,"Architect, Software or Solutions","Senior","Yes",5740,null,null,2500,null,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Java","React, Node.js, Spring Boot","SQL","Kubernetes, Terraform, Microsoft Azure","PostgreSQL, MySQL, MongoDB"]
["2026-02-20T12:16:14.977","Employee","Yes, from entrepreneur to employee","26-30","Male","Yes","English",6,0,8,"501-1000","Upper secondary – general (lukio / high school equivalent)","Lukio",-24,{"$nulls":10},"Reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,80,"Developer, Full-Stack","Senior","Yes",5550,null,2775,0,0,null,"Above market","Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",2700,null,"macOS","JavaScript","Express","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","SQLite"]
["2026-02-20T12:16:22.036","Employee","No","36-40","Male","Yes","Both",10,9,2,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Full-Stack","Staff / Principal / Lead","No",6270,null,3750,{"$nulls":3},"Above market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Fixed-line internet to your home, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript, Bash","React, Node.js, Astro",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS"]
["2026-02-20T12:23:24.138","Employee","No","36-40","Male","Yes","Finnish",11,7,2,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",1.55,{"$nulls":10},"vincit","Tampere","Consulting",37.5,80,"Developer, Full-Stack","Senior","Yes",5024.48,null,531.93,2705.39,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires), On-call compensation (standby pay)","Work laptop, Snacks and beverages in office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Next.js, NestJS","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-20T12:25:25.703","Employee","No","31-35","Male","Yes","Finnish",5,5,2,"501-1000","Doctorate (PhD / tohtori)","Engineering, Manufacturing, and Construction",11,{"$nulls":11},"Tampere","Consulting",37.5,60,"Developer, Full-Stack","Senior","Yes",4800,200,2800,4800,null,"Base salary + bonus based on utilization + bonus based on acquired certifications + bonus based on competence development time outside working hours (monthly capped hours)","Average market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), On-call compensation (standby pay), bonus for acquiring certifications / spending time on learning outside work","Health insurance, Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript","React, Next.js, NestJS","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-20T12:30:48.558","Employee","No","31-35","Male","Yes","Both",11,11,1,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0.18,{"$nulls":11},"Tampere","Consulting",37.5,null,"Architect, Software or Solutions",null,null,5000,{"$nulls":5},"Below market"]
["2026-02-20T12:32:12.835","Employee","No","26-30","Male","Yes","Finnish",8,4,3,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Tampere","Consulting",30,80,"Cloud Infrastructure Engineer","Mid-level","No",4280,null,2000,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",4000,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","TypeScript, Python, C#","NestJS, FastAPI, ASP.NET Core","SQL, TensorFlow, scikit-learn","Kubernetes, Terraform, Google Cloud Platform (GCP)","PostgreSQL, MySQL, SQL Server"]
["2026-02-20T12:39:49.955","Employee","No","41-45","Male","Yes","Both",20,18,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":10},"Turck Vilant Systems Oy","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,60,"System Administrator","Manager or People Lead","No",5815,0,2310,null,0,"24/7 support standby compensation","Below market","Lomaraha (Holiday bonus), Company performance bonus, On-call compensation (standby pay)","Health insurance, Work laptop, Free office parking (during work hours)",300,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","Ruby, C, Bash","React, Ruby on Rails","SQL","Linux server, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-20T12:43:00.195","Employee","No","41-45","Male","Yes","Finnish",17,3,5,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Tampere","A company where software is a support role (for example banks or healthcare)",37.5,90,"Developer, Backend","Staff / Principal / Lead","Yes",7003,0,4200,3500,0,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires), On-call compensation (standby pay)","Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Python, C#","FastAPI","SQL","Docker, Kubernetes, Microsoft Azure","PostgreSQL, SQL Server"]
["2026-02-20T12:45:39.679","Employee","No","36-40","Male","Yes","Both",15,8,2,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Tampere","Consulting",37.5,50,"Developer, Frontend","Senior","No",4550,null,0,2000,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Angular, Next.js"]
["2026-02-20T12:45:41.803","Employee","No","41-45","Female","Yes","Both",24,1,10,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Two master's decrees: MSc & MBA",23,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,20,"Business Analyst","Manager or People Lead","Yes",7400,null,4400,2000,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free gym membership, Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","macOS"]
["2026-02-20T12:53:32.494","Entrepreneur","No","46-50","Male","Yes","Both",26,6,5,1,"Upper secondary – general (lukio / high school equivalent)",null,19,6,"Technical advisory, software architecture design, data analytics, software development",130,187000,36,3,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"Windows + WSL","TypeScript, Python","React","Snowflake / BigQuery / Redshift, Pandas / NumPy, Polars","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, MongoDB"]
["2026-02-20T12:53:48.322","Employee","No","31-35","Male","Yes","English",9,7,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,80,"Developer, Full-Stack","Staff / Principal / Lead","No",5900,null,3540,8400,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity","Health insurance, Work laptop, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript","React, Next.js, Node.js",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-20T13:03:24.221","Employee","No","31-35","Male","Yes","English",8,2,5,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Turku","Consulting",37.5,30,"AI/ML Engineer","Senior","Yes",6000,0,3600,0,0,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed), Limited car benefit","macOS","JavaScript, TypeScript, Python","React, Node.js, FastAPI","scikit-learn, Pandas / NumPy, MLflow","Terraform, AWS, Microsoft Azure","PostgreSQL, Redis, DynamoDB"]
["2026-02-20T13:10:32.991","Employee","No","31-35","Male","Yes","Both",7,5,2,"51-100","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Oulu","Consulting",37.5,40,"Developer, Full-Stack","Senior","No",4000,2000,3000,0,0,"Base salary + consulting billed hours","Above market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, C#",null,null,"Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis, DynamoDB"]
["2026-02-20T13:14:12.470","Employee","No","21-25","Male","Yes","Both",4,3,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",6,{"$nulls":11},"Tampere","Consulting",37.5,99,"Developer, Full-Stack","Mid-level","Yes",3600,null,1800,2000,0,null,"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires), Sales lead bonus","Work remotely from abroad (1 week or more), Work laptop, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",750,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows","JavaScript, TypeScript, C#","React, Node.js, ASP.NET Core",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-20T13:15:41.010","Employee","No","36-40","Male","Yes","Finnish",6,6,1,"10000+","Upper secondary – general (lukio / high school equivalent)",null,0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,40,"Developer, Full-Stack","Mid-level","Yes",5800,0,0,0,0,null,"Not sure",null,"Work laptop, Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",0,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, SQL","Node.js, Express, MSSQL","SQL","Docker, Kubernetes","SQL Server"]
["2026-02-20T13:18:55.802","Employee","No","41-45","Male","Yes","Both",19,14,2,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"System Administrator","Senior","Not sure",6000,1700,3500,22000,null,null,"Not sure","Lomaraha (Holiday bonus), Individual performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows",{"$nulls":5},"SAP"]
["2026-02-20T13:20:37.838","Employee","No","36-40","Male","Yes","Both",14,14,1,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Consulting",37.5,0,"Developer, Mobile","Senior","No",5000,650,3000,7800,0,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed), Limited car benefit","macOS","Kotlin, Swift, Dart",null,null,"CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T13:24:49.913","Employee","No","26-30","Male","Yes","English",9,2,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",7,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Full-Stack","Mid-level","Yes",5050,null,2525,100,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Java, Go","React, Next.js, Spring Boot","SQL, Kafka","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL, MongoDB, Redis"]
["2026-02-20T13:26:52.860","Employee","No","26-30","Male","Yes","Both",4,1,2,"3-5","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",19,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,10,"Developer, Mobile","Mid-level","No",5000,0,3000,0,0,null,"Not sure","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Java, Dart","Flutter","Kafka, TensorFlow","Docker, Kubernetes, Google Cloud Platform (GCP)"]
["2026-02-20T13:32:13.017","Entrepreneur","Yes, from employee to entrepreneur","26-30","Male","Yes","English",7,1,5,"6-10","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",null,1,"Full-stack development",80,148000,40,2,"Monthly billing","Open-ended","Myself","Abroad",{"$nulls":19},"macOS","JavaScript, TypeScript, Bash","React, Next.js, Node.js","SQL, Snowflake / BigQuery / Redshift","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, MongoDB, Firestore"]
["2026-02-20T13:45:56.747","Employee","No","26-30","Male","Yes","Both",5,1,3,"11-50","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",17.5,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,90,"Developer, Full-Stack","Mid-level","No",4000,0,2400,0,0,null,"Below market","Lomaraha (Holiday bonus), Commission (sales or performance-based)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,null,"macOS","JavaScript, TypeScript, Python","React, Next.js, Django",null,"Docker, Docker swarm mode","PostgreSQL"]
["2026-02-20T13:46:14.894","Employee","No","41-45","Male","Yes","Both",20,3,6,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.9,{"$nulls":10},"Cinia","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,80,"Consultant","Staff / Principal / Lead","Yes",7723,0,4634,7266,0,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Java, Clojure","React, Next.js, re-frame","SQL, Kafka","Docker, Kubernetes, Pulumi","PostgreSQL, Oracle"]
["2026-02-20T14:04:46.548","Employee","No","36-40","Male","Yes","Both",8,3,3,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",9.3,{"$nulls":10},"Reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,50,"Developer, Full-Stack","Senior","No",4700,null,2850,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript, Swift","React, Node.js, Express","SQL, Snowflake / BigQuery / Redshift","Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-20T14:22:51.526","Employee","No","36-40","Male","Yes","English",8,7,2,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",6.25,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,95,"Developer, Mobile","Senior","Yes",5200,null,3060,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Kotlin",null,null,"CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T14:25:39.837","Employee","No","36-40","Male","Yes","Finnish",11,6,3,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,10,"Developer, Full-Stack","Senior","Yes",5600,null,3360,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript, PHP","React, Next.js, Laravel","SQL","Docker, Terraform, Google Cloud Platform (GCP)","MySQL, Redis"]
["2026-02-20T14:35:33.589","Employee","No","46-50","Prefer not to say","Yes","Finnish",27,26,1,"11-50","Upper secondary – general (lukio / high school equivalent)",null,3,{"$nulls":11},"Tampere","Product company with software as their core business",22.5,70,"Developer, Full-Stack","Senior","No",7900,0,3000,0,0,null,"Not sure","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, On-call compensation (standby pay)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Home office equipment budget (chair, desk, etc.), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office",400,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","Vue.js, Django","SQL","Linux server, Docker, AWS","MySQL",null,"❤️"]
["2026-02-20T14:40:54.130","Employee","No","41-45","Male","Yes","Finnish",17,17,1,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"CGI","Joensuu","Consulting",30,5,"Developer, Full-Stack","Senior","No",4400,null,2627,{"$nulls":4},"Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Free office parking (during work hours), Fixed-line internet to your home",450,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript","React, Next.js, Node.js","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-20T15:37:50.902","Employee","No","46-50","Male","Yes","Finnish",28,3,5,"1001-5000","Basic education (peruskoulu / compulsory education)","none",3.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",37.5,40,"Product Manager","Manager or People Lead","Yes",6493,0,4000,0,0,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership",0,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","Python, Clojure, Bash",null,null,"Kubernetes, Terraform, AWS","PostgreSQL"]
["2026-02-20T15:39:29.306","Employee","No","36-40","Male","Yes","Both",16,4,7,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,50,"Developer, Full-Stack","Senior","Yes",9700,0,0,0,null,null,"Above market",null,"Health insurance, Work laptop",800,null,"macOS","TypeScript, Swift","React, Next.js, Node.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-20T15:42:18.384","Employee","No","36-40","Female","Yes","Finnish",8,4,3,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Social Sciences, Journalism, and Information",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,20,"Developer, Full-Stack","Senior","Not sure",5600,null,3360,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Work laptop, Free office parking (during work hours), Free gym membership, Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Next.js, Node.js"]
["2026-02-20T15:47:54.754","Employee","No","21-25","Male","Yes","Finnish",7,4,3,"6-10","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",4.87,{"$nulls":11},"Jyväskylä","Product company with software as their core business",37.5,80,"Developer, Full-Stack","Staff / Principal / Lead","Yes",4300,null,2500,{"$nulls":3},"Not sure","Lomaraha (Holiday bonus), Individual performance bonus","Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",400,null,"macOS","TypeScript, PHP","React, ElysiaJS","SQL","Linux server, Docker, AWS","MySQL, Redis"]
["2026-02-20T16:41:21.004","Employee","No","31-35","Male","Yes","Both",2,1,2,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",111,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,60,"Developer, Full-Stack","Mid-level","No",4000,null,1700,3500,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Python, Bash","React, Fastify, GraphQL","SQL, Airflow","Linux server, Docker, Google Cloud Platform (GCP)","PostgreSQL, Redis"]
["2026-02-20T16:43:15.205","Employee","No","26-30","Female","Yes","Both",8,4,2,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Nitor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,80,"Developer, Full-Stack","Mid-level","Yes",4730,500,2840,null,null,"Salary and 3.5% of billing","Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free), Dentist, yearly gynaecologist's consultation",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed), Limited car benefit","macOS","TypeScript, Java, Bash","React, Angular, Spring Boot",null,"Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-20T16:44:30.419","Employee","No","31-35","Male","No","English",7,4,5,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",3.02,{"$nulls":10},"Wärtsilä","Vaasa","A company where software is a support role (for example banks or healthcare)",37.5,20,"Integrator","Senior","No",4802,0,2880,4053,0,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Monitors for home office, Public transport subsidy (tax-free)",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows + WSL","Python, Java, C#",null,"PyTorch, Databricks (sql+spark), MQTT","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, InfluxDB, Iceberg","Monthly time used for developing skills and portion of that time out of work hours ~ 15 hrs, 100%","I would remove categories in the tech stack section and have a plain list of tools. Tools can be used for multiple purposes :)  "]
["2026-02-20T17:08:16.165","Employee","No","26-30","Female","Yes","Both",8,4,3,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",6,{"$nulls":11},"Turku","Consulting",37.5,20,"Developer, Full-Stack","Mid-level","Yes",4261,null,2556,2400,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours), Accommodation","Linux (bare metal / native)","JavaScript, TypeScript, Java","React, Spring Boot","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-20T17:26:58.951","Employee","No","36-40","Male","Yes","Finnish",17,5,3,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"100% remote, no main office","Product company with software as their core business",37.5,100,"Developer, Full-Stack","Senior","No",4000,null,2400,0,null,"Monthly salary, lomaraha, Epassi lunch/wellness/culture perk","Below market","Referral bonus (for successful hires)","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Monitors for home office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, Python, Elixir","Vue.js, Phoenix, Tornado","SQL, scikit-learn, Pandas / NumPy","Linux server, AWS, Bare metal servers in datacenter","PostgreSQL, Redis, VictoriaMetrics"]
["2026-02-20T17:27:06.496","Employee","No","31-35","Female","Yes","Finnish",10,5,4,"3-5","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",6,{"$nulls":11},"Oulu","Consulting",37.5,50,"Developer, Full-Stack","Staff / Principal / Lead","Yes",3000,3500,3900,3000,1600,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","macOS","TypeScript, Java, C#","React, Next.js, ASP.NET Core","SQL, Kafka","Docker, Kubernetes, AWS","SQL Server, Redis"]
["2026-02-20T17:31:44.660","Employee","No","31-35","Male","Yes","Both",6,1,2,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Business, Administration, and Law",70,{"$nulls":10},"Consulting","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Developer, Frontend","Senior","Yes",4000,2200,3500,0,0,"Base + % of billing","Above market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Monitors for home office",0,null,"macOS","TypeScript","React, Node.js, Astro",{"$nulls":4},"How willing are the employers for the employees to work remotely for long term (EU and outside of EU)?"]
["2026-02-20T17:40:22.846","Employee","No","31-35","Female","Yes","English",10,3,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",0,{"$nulls":11},"Vaasa","Consulting",37.5,10,"Developer, Frontend","Mid-level","Yes",3500,0,2100,0,0,null,"Below market",null,"Health insurance, Work laptop, Free office parking (during work hours), Snacks and beverages in office",750,null,"Windows","TypeScript","Angular",null,"Microsoft Azure",null,null,"would it be possible to select survey language between English / Finnish / Swedish?"]
["2026-02-20T17:50:48.017","Employee","No","41-45","Male","Yes","English",15,2,4,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",105,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,5,"Developer, Frontend","Senior","Yes",7333,0,3600,20000,130000,"RSU, private","Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Swift, C++","iOS","SQL, PyTorch","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T17:52:55.370","Employee","No","51-55","Male","Yes","Both",27,3,4,"1001-5000","Doctorate (PhD / tohtori)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Tampere","Consulting",37.5,90,"Architect, Software or Solutions","Staff / Principal / Lead","No",5738,{"$nulls":5},"Below market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Free gym membership, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, Java","React, Node.js, Spring Boot","SQL","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-20T17:55:53.882","Employee","No","46-50","Male","Yes","Both",25,5,5,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",6,{"$nulls":10},"OP Pohjola","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37,1,"Developer, Backend","Staff / Principal / Lead","Yes",6013,null,3469,6617,0,null,"Not sure","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), On-call compensation (standby pay)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","Java, Bash","Spring Boot","SQL","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T18:34:47.546","Employee","No","46-50","Male","Yes","English",23,20,2,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":11},"remote","Product company with software as their core business",37.5,0,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",11600,null,7000,94000,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Referral bonus (for successful hires)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office",null,null,"Linux (bare metal / native)","JavaScript, C++",{"$nulls":5},"Origin of the employer might be interesting especially if one is fully remote."]
["2026-02-20T18:57:32.805","Employee","No","26-30","Male","Yes","Finnish",10,5,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,100,"Developer, Full-Stack","Senior",null,5675,{"$nulls":5},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free gym membership",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, TypeScript","React, Next.js, Express","SQL","Docker, Ansible, openshift","PostgreSQL"]
["2026-02-20T19:24:53.814","Employee","No","36-40","Male","Yes","Finnish",7,2,4,"3-5","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":11},"Tampere","Consulting",37.5,50,"Developer, Full-Stack","Senior","Yes",5125,null,2255,0,null,null,"Average market","Lomaraha (Holiday bonus)","Work remotely from abroad (1 week or more), Work laptop, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript","React, Next.js, NestJS","SQL","Docker","PostgreSQL, MySQL"]
["2026-02-20T19:27:01.671","Employee","No","41-45","Male","Yes","Both",30,15,5,"101-500","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,33,"Senior Executive (C-suite, VP, etc.)","Manager or People Lead","Yes",7500,{"$nulls":3},4000,null,"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","Elixir","Phoenix","SQL","Linux server","PostgreSQL"]
["2026-02-20T19:30:32.580","Employee","No","36-40","Male","No","English",18,4,4,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Mobile","Senior","Yes",null,7200,3600,0,0,null,"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work laptop",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","Python, Java, C++",null,null,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-02-20T20:32:40.082","Employee","No","36-40","Male","Yes","Both",8,8,1,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"CGI","Tampere","Consulting",37.5,90,"Product Manager","Staff / Principal / Lead","Yes",4950,null,2900,0,0,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Work laptop, Free office parking (during work hours), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","macOS"]
["2026-02-20T21:53:20.788","Employee","No","46-50","Male","Yes","English",26,1,12,"101-500","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Tallinna","Product company with software as their core business",40,0,"Senior Executive (C-suite, VP, etc.)","Manager or People Lead","Yes",30000,null,0,137000,2183297,null,"Above market","Individual performance bonus, Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget",null,null,"macOS","TypeScript, Go, Rust",null,"SQL, Kafka, dbt","Kubernetes, Terraform, Google Cloud Platform (GCP)","PostgreSQL, Redis, Tiger Data (Timescale)"]
["2026-02-20T21:55:40.110","Employee","No","36-40","Male","Yes","English",15,3,5,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",45,{"$nulls":10},"n8n","Tampere","Product company with software as their core business",40,100,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",13200,{"$nulls":4},"base salary + equity","Above market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget",null,null,"macOS","TypeScript, Go","Vue.js, Node.js, Express",null,"Kubernetes","PostgreSQL, Redis, SQLite"]
["2026-02-20T21:56:45.408","Employee","No","46-50","Male","Yes","English",26,1,12,"101-500","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Tallinna","Product company with software as their core business",40,0,"Senior Executive (C-suite, VP, etc.)","Manager or People Lead","Yes",30000,null,0,137000,2183297,null,"Above market","Individual performance bonus, Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget",null,null,"macOS","TypeScript, Go, Rust",null,"SQL, Kafka, dbt","Kubernetes, Terraform, Google Cloud Platform (GCP)","PostgreSQL, Redis, Tiger Data (Timescale)"]
["2026-02-20T21:59:57.419","Entrepreneur","No","46-50","Male","Yes","English",22,3,9,1,"Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",-8,3,"Mobile development, Devops",80,150000,38,2,"Monthly billing","Open-ended","Myself","Abroad",{"$nulls":19},"macOS","Swift, C++, Objective-C","React, Node.js","SQL, Kafka, PyTorch","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MongoDB, Redis"]
["2026-02-20T22:17:08.290","Employee","No","46-50","Male","Yes","Finnish",22,1,3,"10000+","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,95,"Architect, Software or Solutions","Senior","No",5630,null,2815,1200,null,null,"Not sure","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Free office parking (during work hours)",250,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","Python","FastAPI","SQL","Terraform, Microsoft Azure","SQL Server"]
["2026-02-20T22:18:56.980","Employee","Yes, from entrepreneur to employee","36-40","Male","Yes","Both",13,0,7,"101-500","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Full-Stack","Senior","Yes",6300,0,3150,0,0,"Base salary","Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Monitors for home office, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Python, Java, Bash","FastAPI, Spring Boot","Apache Spark, MLflow","Terraform, AWS, Microsoft Azure","PostgreSQL"]
["2026-02-21T00:07:36.534","Employee","No","41-45","Male","Yes","Finnish",20,6,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Tampere","Consulting",37.5,90,"Developer, Backend","Staff / Principal / Lead","Yes",5950,600,3570,0,0,"Base salary and variable amount based on targets not related to my work. ","Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React, Node.js",null,"Docker, Kubernetes, Microsoft Azure","MongoDB, Redis"]
["2026-02-21T03:12:45.740","Employee","No","31-35","Male","Yes","Finnish",10,2,5,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Gov","Tampere","Public or third sector",37.5,100,"Data Engineer","Senior","No",5200,null,2600,0,0,null,"Average market","Lomaraha (Holiday bonus)","Health insurance, Free office parking (during work hours), Free gym membership",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Linux (bare metal / native)","Python, Bash",null,"SQL, Airflow, Pandas / NumPy","Linux server, Docker, Ansible","PostgreSQL, MySQL, SQL Server"]
["2026-02-21T07:55:40.277","Employee","Yes, from entrepreneur to employee","41-45","Male","Yes","Both",23,1,10,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"DevOps Engineer or Professional","Staff / Principal / Lead","Yes",7130,0,4278,0,0,"Fixed pay, some one-off bonuses for certifications and sales leads","Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free), Dental, massage, virike",2000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, Python, Go","React, Django, Flask",null,"Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Oracle","I am in an advisory and coach role for a large part, the role parts do not really catch this component at all. I am a mix between management consultant and individual contributor."]
["2026-02-21T08:38:49.711","Employee","No","36-40","Male","Yes","Finnish",5,3,3,"501-1000","Licentiate degree (lisensiaatti)","Natural Sciences, Mathematics, and Statistics",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,80,"Data Scientist","Mid-level",null,5300,null,2800,1000,2500,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Work laptop",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, Python","Next.js, Flask, FastAPI","SQL, Apache Spark, PyTorch","Microsoft Azure"]
["2026-02-21T11:29:24.631","Employee","No","41-45","Male","Yes","Both",12,1,6,"101-500","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",-6,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,60,"Developer, Full-Stack","Staff / Principal / Lead","Yes",7300,0,null,0,0,null,"Above market","Lomaraha (Holiday bonus), Sign-on bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit)","macOS","TypeScript, Kotlin","React, Node.js, Express","SQL","Linux server, Docker, AWS","PostgreSQL"]
["2026-02-21T11:47:56.878","Employee","No","36-40","Female","Yes","English",9,4,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Social Sciences, Journalism, and Information",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,70,"Developer, Full-Stack","Mid-level","No",6000,{"$nulls":5},"Above market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React",null,"AWS","PostgreSQL, MongoDB, DynamoDB"]
["2026-02-21T12:13:16.373","Employee","No","41-45","Female","Yes","English",18,7,3,"10000+","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",14.7,{"$nulls":10},"Wolt","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,50,"Engineering Manager","Manager or People Lead","Yes",7270,null,4320,null,83600,null,"Above market","Lomaraha (Holiday bonus), Stock options / equity","Work remotely from abroad (1 week or more), Work laptop, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS"]
["2026-02-21T12:28:31.734","Employee","No","31-35","Female","No","English",11,5,2,"5001-10000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":10},"Elisa Oyj","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",null,60,"Data Scientist","Mid-level","No",5096,{"$nulls":5},"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free gym membership, Fixed-line internet to your home, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python",null,"SQL","Docker, Microsoft Azure","PostgreSQL"]
["2026-02-21T12:50:45.511","Employee","No","31-35","Male","Yes","English",14,6,4,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Developer, Full-Stack","Senior","Yes",0,6400,3800,6000,0,"Flätti 45 % provikka laskutuksesta","Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Java","React, Node.js, Spring Boot","SQL","Docker, Kubernetes, AWS","PostgreSQL, MongoDB"]
["2026-02-21T14:24:31.944","Employee","No","36-40","Male","Yes","Both",8,1,4,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",14,{"$nulls":10},"Reaktor","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,90,"Developer, Full-Stack","Mid-level","Not sure",5800,null,3360,0,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",300,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, Bash, QML",null,null,"Linux server, Docker, Ansible"]
["2026-02-21T19:20:23.947","Employee","No","36-40","Male","Yes","Finnish",20,1,6,"3-5","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3.45,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,60,"Founding Engineer","Staff / Principal / Lead","No",6000,0,3600,0,0,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Ruby","React, Ruby on Rails",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-21T19:47:37.957","Entrepreneur","No","26-30","Male","Yes","Both",7,6,3,"6-10","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",null,6,"CEO, selling consultants, partnershilps, recruiting developers, ",75,100000,37.5,5,"Hourly billing","6-12 months","Myself","Finland",{"$nulls":19},"macOS","JavaScript, TypeScript, Python","React, Next.js, FastAPI","SQL","Docker, Kubernetes, Google Cloud Platform (GCP)","PostgreSQL, MySQL"]
["2026-02-21T21:48:26.155","Employee","No","36-40","Male","Yes","Both",15,8,3,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",6.6,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,75,"Developer, Mobile","Staff / Principal / Lead","Yes",6500,0,3900,0,0,"Dividends from company stock","Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",300,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Employer-subsidised commuter ticket (taxed)","macOS","TypeScript, Java, C++","React",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-22T12:16:21.328","Employee","No","31-35","Female","Yes","Finnish",3,3,2,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Arts and Humanities",1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,40,"Developer, Backend","Mid-level","Yes",4545,null,2727,1400,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, On-call compensation (standby pay)","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, discounts on company's services",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Java, Kotlin",null,"SQL, Kafka","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-22T12:25:25.651","Employee","No","41-45","Male",null,"swedish",8,6,2,"11-50","Upper secondary – general (lukio / high school equivalent)",{"$nulls":14},"Consulting",40,50,"Developer, Frontend","Senior","No",5000,{"$nulls":3},0,null,"Not sure",{"$nulls":4},"macOS","JavaScript, TypeScript, Swift","React, Next.js, Node.js",null,"Microsoft Azure, Google Cloud Platform (GCP)","PostgreSQL, MongoDB, Firestore"]
["2026-02-22T15:31:01.480","Employee","No","51-55","Male","Yes","Both",29,7,6,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3.6,{"$nulls":11},"Tampere","A company where software is a support role (for example banks or healthcare)",37.5,80,"Architect, Software or Solutions","Staff / Principal / Lead","No",5700,0,3420,2000,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity","Free office parking (during work hours), Snacks and beverages in office",null,null,"macOS","Go",null,"SQL","Docker, Kubernetes, AWS","MySQL, Redis"]
["2026-02-22T20:19:55.257","Employee","No","46-50","Female","Yes","Finnish",20,5,3,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",36.25,10,"Developer, Full-Stack","Staff / Principal / Lead","Yes",5200,null,4875,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Individual performance bonus",null,150,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows + WSL","TypeScript, Python, C#","React, Next.js, Node.js",null,"Linux server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure"]
["2026-02-22T21:43:24.247","Employee","No","26-30","Male","Yes","Finnish",5,0,2,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Solita","Tampere","Consulting",37.5,80,"Cloud Infrastructure Engineer","Mid-level","No",3900,null,2500,0,0,null,"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free gym membership, Training/Courses/Education budget, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS",{"$nulls":3},"Terraform, AWS, Microsoft Azure"]
["2026-02-22T21:49:48.070","Employee","No","36-40","Male","Yes","Both",8,1,2,"10000+","Upper secondary – vocational (ammatillinen perustutkinto)","Engineering, Manufacturing, and Construction",26,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Senior","Yes",5400,0,3240,0,0,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Linux (bare metal / native)","JavaScript, TypeScript, Bash","React, Node.js","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MongoDB"]
["2026-02-22T22:23:06.803","Employee","No","46-50","Male","Yes","Finnish",20,9,6,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":10},"Vincit","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,10,"Developer, Full-Stack","Staff / Principal / Lead","No",4500,2200,3500,0,0,null,"Average market","Lomaraha (Holiday bonus), Commission (sales or performance-based)","Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, C#","React, Next.js, NestJS","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-23T00:46:07.700","Employee","No","31-35","Male","Yes","Finnish",3,3,1,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",7.4,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,5,"Developer, Full-Stack",null,"No",2900,{"$nulls":5},"Below market","Company performance bonus","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows","JavaScript, C#","React, ASP.NET Core",null,null,"SQL Server"]
["2026-02-23T06:46:52.633","Employee","No","36-40","Male","Yes","English",12,4,6,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,5,"Architect, Software or Solutions","Senior","Yes",6200,{"$nulls":5},"Average market","Referral bonus (for successful hires)","Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",200,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Node.js, Express",null,"Docker, Kubernetes","PostgreSQL, Redis"]
["2026-02-23T07:28:02.632","Employee","No","36-40","Male","Yes","Finnish",17,4,3,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,10,"Data Engineer","Senior","Yes",4900,2200,4200,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Monitors for home office, Snacks and beverages in office",400,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows","Python",null,"SQL, Apache Spark, dbt","CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-02-23T07:53:50.823","Employee","No","36-40","Male","Yes","English",12,0,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",12,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",40,10,"Developer, Frontend","Senior","No",6500,null,3250,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Sign-on bonus, Stock options / equity","Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, C#, Bash","React, Node.js, ASP.NET Core","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-02-23T08:07:25.340","Employee","No","36-40","Male","Yes","English",7,3,2,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.5,{"$nulls":11},"Tampere","Consulting",37.5,0,"Developer, Full-Stack","Senior","Yes",4400,{"$nulls":5},"Not sure","Lomaraha (Holiday bonus), Profit sharing, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, PHP","React, Next.js, Node.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL"]
["2026-02-23T08:10:38.460","Employee","No","46-50","Male","Yes","Both",25,14,4,"10000+","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Turku","A company where software is a support role (for example banks or healthcare)",37.5,5,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",7400,0,4680,9100,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Fixed-line internet to your home, Snacks and beverages in office",200,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, PHP, Bash","React, Node.js, Express","SQL, Snowflake / BigQuery / Redshift","Linux server, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","SQL Server"]
["2026-02-23T08:11:48.032","Entrepreneur","No","46-50","Male","Yes","Finnish",18,10,3,1,"Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",-10,10,"backend, full-stack and architecture",90,135000,37.5,10,"Hourly billing","12-24 months","Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Java, Go","React, Node.js, Spring Boot","SQL","Linux server, Terraform, AWS","PostgreSQL, MySQL, DynamoDB"]
["2026-02-23T08:14:43.655","Employee","No","31-35","Male",null,"Finnish",6,3,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Lahti","Consulting",35,20,"Developer, Full-Stack","Mid-level","No",3000,4000,1000,0,0,"Based on billing","Above market","Lomaraha (Holiday bonus), Individual performance bonus","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, C#","React, Angular, ASP.NET Core","SQL, TensorFlow, scikit-learn","Docker, Kubernetes, Microsoft Azure","PostgreSQL, MySQL, SQL Server"]
["2026-02-23T08:21:14.281","Employee","No","36-40","Male","No","English",7,3,3,"101-500","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,60,"Developer, Full-Stack","Manager or People Lead","Yes",6300,0,3150,0,0,null,"Average market","Lomaraha (Holiday bonus)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.)",null,null,"macOS","JavaScript, TypeScript, Java","React, NestJS, Spring Boot","SQL, Kafka","Docker, Kubernetes, Google Cloud Platform (GCP)","PostgreSQL, MySQL"]
["2026-02-23T08:29:19.496","Entrepreneur","No","46-50","Male","Yes","English",24,3,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",7,3,"full-stack",150,175000,40,6,"Fixed price / project-based","Over 24 months","Myself","Abroad",{"$nulls":19},"macOS","TypeScript, Python","React, Next.js, Django","SQL","Kubernetes, Terraform, Microsoft Azure","PostgreSQL, Redis"]
["2026-02-23T08:36:29.922","Entrepreneur","No","46-50","Prefer not to say","Yes","English",30,2,null,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Health and Welfare",0,28,"Software development (all except AI), system engineering, infrastructure administration",75,180000,42,0,"Hourly billing","Over 24 months","Myself","Finland, Abroad",{"$nulls":19},"Windows","TypeScript, C#","Vue.js, ASP.NET Core","SQL","Linux server, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, SQLite "]
["2026-02-23T08:42:01.820","Entrepreneur","No","41-45","Male","Yes","Both",10,10,20,1,"Master’s degree – university (FM, KTM, DI, etc.)","Social Sciences, Journalism, and Information",0,10,"Service Design",85,60000,30,6,"Hourly billing","6-12 months","Agencies","Finland",{"$nulls":19},"macOS",{"$nulls":5},"As a UX/UI Designer, I most likely represent a minority as far as this survey goes. "]
["2026-02-23T08:45:33.145","Employee","No","41-45","Male","Yes","Both",12,11,2,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,25,"Developer, Frontend","Staff / Principal / Lead","Yes",6400,null,3800,{"$nulls":3},"Not sure","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, C#","React, ASP.NET Core",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, SQL Server"]
["2026-02-23T08:50:38.216","Employee","No","36-40","Male","Yes","Finnish",12,3,3,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Yle","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",30,20,"Developer, Full-Stack","Senior","No",5800,null,4000,{"$nulls":3},"Not sure","Lomaraha (Holiday bonus)","Work laptop",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Clojure","React","SQL, Snowflake / BigQuery / Redshift","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-23T08:52:36.793","Employee","No","31-35","Male","Yes","English",10,4,5,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",8,{"$nulls":11},"Outside Finland","Product company with software as their core business",34,10,"Engineering Manager","Manager or People Lead","Yes",6000,null,3500,1500,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Bike","Linux (bare metal / native)","TypeScript, Go","React","SQL","Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-23T09:01:40.384","Employee","No","31-35","Male","Yes","Both",8,3,2,"3-5","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":11},"Turku","Product company with software as their core business",37.5,35,"Developer, Full-Stack","Senior","No",4600,0,2760,0,null,null,"Average market",null,"Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours)",400,null,"Windows","TypeScript, Python","React, Next.js, Django",null,"Linux server, Docker","MySQL, Redis"]
["2026-02-23T09:02:12.231","Employee","No","> 55 yrs","Male","Yes","Finnish",32,8,3,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"OP","Oulu","A company where software is a support role (for example banks or healthcare)",37,40,"Product Manager","Senior","Yes",7520,null,4512,14000,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), On-call compensation (standby pay)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc",300,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows"]
["2026-02-23T09:03:16.058","Employee","No","46-50","Male","Yes","Both",30,7,5,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",5,{"$nulls":11},"Kuopio","Product company with software as their core business",37.5,90,"Senior Executive (C-suite, VP, etc.)","Manager or People Lead","Yes",9000,0,4000,6000,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Stock options / equity","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, TypeScript, Go","React","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-23T09:19:16.347","Employee","No","41-45","Male","Yes","Both",20,8,4,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",5.4,{"$nulls":10},"Tieto","Tampere","Consulting",37.5,80,"Developer, Full-Stack","Senior","Yes",5575,null,3345,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Sign-on bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Monitors for home office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit, Garage (outside work hours)","Windows + WSL","JavaScript, TypeScript, C#","React, Node.js, ASP.NET Core","SQL","Windows server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-02-23T09:29:14.680","Employee","No","36-40","Male","Yes","Finnish",7,3,2,"1001-5000","Basic education (peruskoulu / compulsory education)","Business, Administration, and Law",3,{"$nulls":11},"Turku","Consulting",37.5,5,"Cybersecurity or InfoSec Professional","Mid-level","No",4890,null,2917.2,0,0,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free), 50% reseptilääkkeistä",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS",{"$nulls":3},"AWS, Microsoft Azure"]
["2026-02-23T09:49:07.010","Employee","No","26-30","Male","Yes","Finnish",8,4,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,70,"Developer, Full-Stack","Senior","No",6000,null,3500,700,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","React, Next.js, Node.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, MySQL"]
["2026-02-23T09:59:46.147","Entrepreneur","No","41-45","Male","Yes","Finnish",22,8,7,1,"Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",0,8,"backend, full-stack, architecture",84.5,137000,37.5,6,"Hourly billing","Over 24 months","Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Java, Clojure","React, Spring Boot, ring",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-23T10:04:44.019","Employee","No","31-35","Male","Yes","Both",8,1,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-61,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,100,"Architect, Software or Solutions","Senior","No",6000,null,3600,{"$nulls":3},"Average market",null,"Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free gym membership",null,null,"macOS","TypeScript, Python","React, Next.js, FastAPI","SQL, Pandas / NumPy","Linux server, Docker, Microsoft Azure","PostgreSQL, Redis"]
["2026-02-23T10:36:58.773","Employee","No","41-45","Female","Yes","Finnish",4,4,1,"1001-5000","Doctorate (PhD / tohtori)","Arts and Humanities",5.156948608,{"$nulls":11},"Turku","Consulting",37.5,50,"Developer, Full-Stack","Mid-level","No",3426.76,null,2043.33,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work remotely from abroad (1 week or more), Work laptop, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",800,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, Java","Angular, Node.js, Spring Boot","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-23T10:44:35.221","Employee","No","36-40","Male","Yes","English",15,5,5,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Staff / Principal / Lead","No",8000,0,4000,0,20000,null,"Above market","Lomaraha (Holiday bonus), Stock options / equity","Work laptop, Home office equipment budget (chair, desk, etc.), Monitors for home office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript","React","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, BigQuery"]
["2026-02-23T10:45:58.005","Employee","No","41-45","Male","Yes","Finnish",10,2,7,"51-100","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",20,{"$nulls":11},"Remote without HQ","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Manager or People Lead","Yes",6000,null,3600,7000,null,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, PHP","Laravel",null,"Docker, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL"]
["2026-02-23T11:00:49.156","Employee","No","31-35","Female","Yes","Finnish",4,1,2,"5001-10000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Restonomi, alempi ammattikoulu tutkinto tieto- ja viestintätekniikan perustutkinto",{"$nulls":11},"Granlund","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,10,"DevOps Engineer or Professional","Junior / Entry-level","Yes",3575,null,2145,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free), yearly 400€ for so called TYKY activities ",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows","Python, Bash",null,"Pandas / NumPy","Windows server, Microsoft Azure","SQL Server"]
["2026-02-23T11:04:42.606","Employee","No","36-40","Male","Yes","English",6,4,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Social Sciences, Journalism, and Information",{"$nulls":12},"Copenhagen","Consulting",30,90,"Analytics Engineer","Senior","Yes",7493,{"$nulls":5},"Average market",null,"Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Fixed-line internet to your home, Monitors for home office, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, Python, Swift",null,"SQL, Snowflake / BigQuery / Redshift, Pandas / NumPy","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","Firestore"]
["2026-02-23T11:11:52.891","Employee","No","26-30","Male","Yes","Finnish",6,1,2,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",11,{"$nulls":10},"Visma","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,20,"Developer, Full-Stack","Senior","Yes",5072,null,3000,{"$nulls":3},"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Snacks and beverages in office",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Node.js, Meteor",null,"Linux server, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","MongoDB"]
["2026-02-23T11:28:41.994","Entrepreneur","No","41-45","Male","Yes","Both",17,5,6,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,5,"software developmentent",78,144000,37.5,3,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Java","Spring Boot","SQL","Linux server, Docker, Kubernetes","db2"]
["2026-02-23T11:43:57.327","Entrepreneur","No","31-35","Male","Prefer not to say","Both",13,4,10,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",-11,4,"Backend/Devops/Full-stack",80,130000,37,5,"Hourly billing","6-12 months","Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Python, Rust","React, FastAPI","SQL, Kafka, Pandas / NumPy","Kubernetes, Terraform, AWS","PostgreSQL, MongoDB, Redis"]
["2026-02-23T11:47:10.161","Entrepreneur","Yes, from employee to entrepreneur","31-35","Male","Yes","English",5,0,2,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",null,1,"AI * ML",50,32000,20,4,"Hourly billing","Open-ended","One major client with an ongoing contract","Abroad",{"$nulls":19},"Linux (bare metal / native)","Python",null,"scikit-learn, Pandas / NumPy, PyMC & PyTensor","Microsoft Azure, Google Cloud Platform (GCP)"]
["2026-02-23T11:56:31.526","Employee","No","31-35","Male","Yes","Finnish",12,4,3,"10000+","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",13,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",37.5,50,"Project Manager","Senior","Yes",5774,0,3464,1500,0,null,"Not sure","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free gym membership, Training/Courses/Education budget",100,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows + WSL"]
["2026-02-23T12:01:01.931","Entrepreneur","No","41-45","Male","Yes","Finnish",15,0,7,1,"Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",-5,3,"Full-stack development",90,112000,30,12,"Hourly billing","6-12 months","Myself, Agencies, Ohjelmistofriikit network","Finland",{"$nulls":19},"Linux (bare metal / native)","JavaScript, TypeScript, Go","React, Next.js, htmx","SQL, Kafka, TensorFlow","Docker, Kubernetes, Terraform","PostgreSQL, MongoDB, DynamoDB"]
["2026-02-23T12:08:08.620","Employee","No","46-50","Male","Yes","English",13,3,3,"11-50","Doctorate (PhD / tohtori)","Natural Sciences, Mathematics, and Statistics",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,95,"Product Manager","Manager or People Lead","Yes",11500,0,null,9000,null,null,"Above market","Individual performance bonus, Company performance bonus, Stock options / equity","Health insurance",null,null,"macOS","TypeScript, Python, Go","React",null,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","DynamoDB, OpenSearch"]
["2026-02-23T12:14:19.078","Employee","No","41-45","Female","Yes","Finnish",3,3,1,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Arts and Humanities",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",35,0,"Developer, Full-Stack","Mid-level","Not sure",3223,null,4000,{"$nulls":3},"Below market",null,"Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget",400,null,"macOS","JavaScript, TypeScript, Bash","React, Node.js","SQL","AWS","MongoDB"]
["2026-02-23T15:37:20.774","Employee","No","36-40","Male","Yes","Finnish",3,2,2,"51-100","Doctorate (PhD / tohtori)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",40,40,"Architect, Software or Solutions","Senior","Yes",6900,250,4140,15000,800,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","TypeScript, Python, Kotlin","React, Node.js, FastAPI","PyTorch, scikit-learn, Pandas / NumPy","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-23T17:06:34.386","Employee","No","36-40","Female","No","English",10,5,6,"10000+","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",12,{"$nulls":10},"Wolt","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Backend","Senior","Yes",6696,null,null,0,80000,null,"Above market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Monitors for home office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Go, Kotlin","Flask, FastAPI","SQL, Kafka, Snowflake / BigQuery / Redshift","Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Cassandra"]
["2026-02-23T19:07:25.964","Entrepreneur","Yes, from employee to entrepreneur","36-40","Male","Yes","I don't understand what this question is trying to ask",10,1,5,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,1,"backend, frontend, full-stack, AI, architecture, data science",95,{"$nulls":3},"Hourly billing","Open-ended","Myself","Finland",{"$nulls":19},"Windows","JavaScript, TypeScript, Python","React, Flask, VanillaJS","SQL, Pandas / NumPy","Linux server, Docker","PostgreSQL, SQLite"]
["2026-02-23T21:27:55.416","Employee","No","46-50","Male","Yes","English",22,0,7,"3-5","Doctorate (PhD / tohtori)","Natural Sciences, Mathematics, and Statistics",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",40,15,"Founder, Technology or Otherwise","Manager or People Lead","Yes",10000,{"$nulls":3},1200000,"Base salary + equity vesting","Average market","Stock options / equity",{"$nulls":3},"macOS","Python, R",null,"scikit-learn, Pandas / NumPy","Google Cloud Platform (GCP)"]
["2026-02-23T21:52:47.531","Entrepreneur","Yes, from employee to entrepreneur","26-30","Male","Yes","Both",8,0,5,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,0,"Fullstack",70,null,37.5,6,"Hourly billing",null,"Agencies","Finland",{"$nulls":19},"Linux (bare metal / native)","JavaScript, TypeScript, Java","React, Spring Boot","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MongoDB, Redis"]
["2026-02-23T22:04:34.039","Employee","No","46-50","Male","Yes","Both",30,7,6,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":10},"SaaS Software for workforce management","Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",45,80,"Founder, Technology or Otherwise","Staff / Principal / Lead","No",6500,null,6500,5000,0,"Fully vested shares, working for my own company.","Below market",null,"Health insurance",null,null,"macOS","JavaScript, TypeScript, Terraform/HCL","React, Node.js","SQL, Kafka","Kubernetes, Terraform, AWS","PostgreSQL",null,"The entrepreneur part is a bit misleading - it seems to refer to \"entrepreneurs\" selling their services rather than people in product business."]
["2026-02-24T00:13:55.509","Employee","No","31-35","Male","No","English",9,3,3,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Tampere","Product company with software as their core business",37.5,5,"Architect, Software or Solutions","Mid-level","No",4400,{"$nulls":5},"Below market","Lomaraha (Holiday bonus), kahvi in the office and pulla twice a year","Work laptop, Free office parking (during work hours), Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","PowerShell",null,"SQL","Windows server, Microsoft Azure","SQL Server"]
["2026-02-24T02:36:30.899","Employee","No","51-55","Male","Yes","English",28,8,8,"501-1000","Upper secondary – general (lukio / high school equivalent)",null,1,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,10,"Architect, Software or Solutions","Staff / Principal / Lead","No",6983,0,4100,0,null,null,"Not sure","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Garage (outside work hours)","macOS","TypeScript, Python","FastAPI","SQL, dbt, Snowflake / BigQuery / Redshift","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-24T07:23:15.908","Employee","No","31-35","Male","Yes","Both",12,4,3,"51-100","Upper secondary – general (lukio / high school equivalent)",null,2.6,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,10,"Developer, Full-Stack","Staff / Principal / Lead","Yes",6016,null,3610,{"$nulls":3},"Not sure","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","TypeScript, Bash","React","SQL","Linux server, Docker, Terraform","PostgreSQL"]
["2026-02-24T09:52:45.430","Entrepreneur","No","36-40","Male","Yes","Both",8,2,4,1,"Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",0,4,"Full-stack with backend and infra focus",85,150000,37.5,0,"Hourly billing","12-24 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Python, Rust","Next.js, FastAPI, Streamlit","SQL, Snowflake / BigQuery / Redshift, PyTorch","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis"]
["2026-02-24T10:03:51.002","Employee","No","41-45","Male","Yes","Both",25,13,4,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",1.9,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,70,"Architect, Software or Solutions","Staff / Principal / Lead","No",7656,null,4593,{"$nulls":3},"Above market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Free office parking (during work hours)",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, Java",null,"SQL","Linux server, Terraform, AWS","PostgreSQL"]
["2026-02-24T14:34:43.072","Entrepreneur","No","46-50","Male","Yes","Both",25,5,4,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,3,"sw engineering",80,135000,38,6,"Hourly billing","Over 24 months","Agencies","Abroad",{"$nulls":19},"Linux (bare metal / native)","Python","Django","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis"]
["2026-02-24T14:34:53.474","Employee","No","46-50","Male","Yes","English",26,18,2,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":11},"Nitor Creations","Capital region (Helsinki, Espoo, Vantaa)","Consulting",38,20,"Architect, Software or Solutions","Senior","Yes",5400,1900,null,0,{"$nulls":3},"Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",650,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Linux (bare metal / native)","TypeScript, Java, Bash",null,"SQL","Linux server, Terraform, AWS","PostgreSQL, MySQL"]
["2026-02-24T15:52:25.507","Employee","No","36-40","Male","Yes","English",10,0,3,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,10,"DevOps Engineer or Professional","Senior","No",6200,0,3720,4000,0,"Salary + worthless RSus","Average market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","Bash",null,"Apache Spark, Airflow, Kafka","Docker, Kubernetes, Terraform","PostgreSQL","Paikkakunta / maa. Olisi kiva tietää maantieteellisesti minkälainen palkkahajonta.","gg"]
["2026-02-24T17:34:34.569","Employee","No","31-35","Male","Yes","Finnish",6,1,4,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,95,"Data Engineer","Senior","No",5000,0,0,0,0,"Salary + Stock/options with vesting. Salary a bit lower than market, but there is the upside with stock/options.","Below market","Stock options / equity","Health insurance, Work laptop, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",0,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","Python",null,"SQL, dbt, Pandas / NumPy","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-24T18:50:33.450","Employee","No","46-50","Male","Yes","English",26,0,7,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",52.19,{"$nulls":11},"Remote","Product company with software as their core business",40,0,"Developer, Full-Stack","Staff / Principal / Lead","Yes",10833,0,0,0,null,null,"Not sure","Stock options / equity","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Monitors for home office",null,null,"macOS","TypeScript, Python, Bash","React, FastAPI","SQL, Airflow, Snowflake / BigQuery / Redshift","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, Redis"]
["2026-02-24T22:02:55.598","Employee","No","26-30","Male","Yes","Both",8,3,3,"501-1000","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",-8.42,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",38,80,"Developer, Full-Stack","Manager or People Lead","Yes",5900,1600,3607,0,null,null,"Average market","Lomaraha (Holiday bonus), Sign-on bonus, Stock options / equity, Commission (sales or performance-based)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, TypeScript","Node.js, UI5 Fiori, CAP",null,"SAP BTP","PostgreSQL"]
["2026-02-25T11:17:18.325","Entrepreneur","No","46-50","Male","Yes","Both",24,3,4,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5.6,4,"AI & mobile",90,135000,37.5,10,"Hourly billing","6-12 months","Myself, Agencies","Finland, Abroad",{"$nulls":19},"macOS","Java, Kotlin",null,"SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL, Room"]
["2026-02-25T11:46:56.726","Entrepreneur","No","31-35","Male","Yes","Finnish",10,4,14,1,"Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",100,4,"Data consulting,",97,141800,37.5,14,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"Windows + WSL",null,null,"SQL, dbt, Snowflake / BigQuery / Redshift","Windows server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, SQL Server"]
["2026-02-25T12:12:52.299","Entrepreneur","Yes, from employee to entrepreneur","36-40","Male","Yes","Finnish",15,0,6,1,"Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",null,0,"Full-stack, mobile, devops",90,null,37.5,8,"Hourly billing","Open-ended","Agencies, Industry connections","Finland",{"$nulls":19},"Windows + WSL","TypeScript, Python, Kotlin","React, Node.js, Spring Boot",null,"Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, SQL Server"]
["2026-02-25T13:03:44.330","Employee","No","36-40","Male","Yes","Both",7,7,1,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.3,{"$nulls":10},"Nokia","Oulu","Product company with software as their core business",37.5,40,"Developer, Backend","Mid-level","Yes",4034.69,null,2420.81,5992.1,null,null,"Below market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity","Work laptop, Free office parking (during work hours), Free gym membership, Training/Courses/Education budget",400,"Bike benefit","Windows + WSL","Python, Go, Bash","Django, FastAPI","Kafka, Pandas / NumPy","Linux server, Docker, Ansible","Redis, ElasticSearch"]
["2026-02-25T13:26:52.418","Employee","No","31-35","Male","Yes","Finnish",9,6,2,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",3.54,{"$nulls":10},"Solita","Tampere","Consulting",37.5,20,"Developer, Frontend","Mid-level","Yes",4286.7,0,2572.02,0,0,null,"Below market","Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires)","Health insurance, Work laptop, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Clojure, ClojureScript","React, re-frame, Reagent",null,"Docker, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins)","Oracle"]
["2026-02-25T13:37:26.527","Entrepreneur","No","41-45","Male","Yes","Finnish",13,3,3,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3.5,3,"full-stack",87,120000,37.5,8,"Hourly billing","6-12 months","Agencies","Finland",{"$nulls":19},"macOS","TypeScript, C#","React, Node.js","SQL","Docker, Kubernetes, Terraform","PostgreSQL"]
["2026-02-25T14:15:06.873","Employee","No","31-35","Male","Yes","Both",9,8,2,"501-1000","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Reaktor","Turku","Consulting",37.5,5,"Developer, Full-Stack","Mid-level","Yes",5245,0,3147,0,0,null,"Above market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Node.js, Express","SQL","Linux server, AWS","PostgreSQL"]
["2026-02-25T15:16:53.396","Employee","No","31-35","Male","Yes","Finnish",7,0,2,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Backend","Mid-level","No",4500,null,2700,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows","TypeScript, Java, PHP","Node.js, Laravel","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MySQL, SQL Server"]
["2026-02-25T15:21:44.334","Employee","No","31-35","Female","Yes","Finnish",8,3,5,"51-100","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",30,0,"Developer, Full-Stack","Senior","Yes",5000,400,{"$nulls":4},"Average market","Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",null,null,"macOS","JavaScript, PHP","Laravel","SQL","Linux server"]
["2026-02-25T15:23:36.074","Employee","No","31-35","Male","Yes","Both",12,5,3,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Engineering, Manufacturing, and Construction",3,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,95,"Developer, Full-Stack","Senior","Yes",5918,3888,null,0,0,null,"Above market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, PHP","React, Laravel",null,"Docker, Terraform, Google Cloud Platform (GCP)","MySQL, Redis"]
["2026-02-25T15:32:44.004","Employee","No","51-55","Male","Yes","Both",28,4,4,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,30,"Developer, Full-Stack","Senior","Not sure",7500,0,3750,0,0,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus","Health insurance, Work laptop, Monitors for home office, Snacks and beverages in office",400,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, TypeScript, Java","React","SQL","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL"]
["2026-02-25T16:01:37.493","Employee","No","41-45","Male","Yes","Both",20,{"$nulls":3},"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)",{"$nulls":3},"Developer, Full-Stack","Staff / Principal / Lead",null,7200,{"$nulls":10},"macOS"]
["2026-02-25T16:08:49.700","Employee","Yes, from employee to entrepreneur","31-35","Non-binary","Yes","Both",9,0,8,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,5,"Developer, Mobile","Senior","Yes",5600,null,null,10000,null,null,"Average market","Individual performance bonus, Company performance bonus, Stock options / equity","Work laptop, Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Kotlin"]
["2026-02-25T16:23:05.309","Employee","No","41-45","Male","Yes","Swedish",15,7,4,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Abroad","Consulting",40,90,"Team Lead","Staff / Principal / Lead","No",7000,0,4200,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,null,"Windows + Linux VM","Python, C#",null,"SQL, dbt","Docker, Terraform, Microsoft Azure","MySQL, SQL Server, Oracle"]
["2026-02-25T16:32:27.474","Employee","No","51-55","Male","Yes","English",25,1,6,"6-10","Master’s degree – AMK (YAMK)",{"$nulls":13},"Turku","Product company with software as their core business",37.5,0,"DevOps Engineer or Professional","Senior","Yes",7000,null,3500,{"$nulls":3},"Above market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows + WSL","TypeScript","Next.js, Django",null,"Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), Pulumi","PostgreSQL, Redis"]
["2026-02-25T17:35:22.373","Employee","No","36-40","Female","Yes","Both",7,5,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.25,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",34,5,"Developer, Full-Stack","Mid-level","Yes",4252,null,2758,{"$nulls":3},"Average market","Referral bonus (for successful hires)","Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",700,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Java","React, Angular, Spring Boot","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL","Jäi vähän epäselväksi tai meni ohi mihin piti ilmoittaa jos tekee lyhennettyä työaikaa, jotta bruttopalkka voidaan normalisoida. Anyways teen 90% työaikaa","Ihan hyvä, mutta valittavat luontois ja muut edut oli kyllä aika epäselvästi listattu ja paljon puuttuikin sieltä vaihtoehtoja. Esim työsuhdepyörä, liikuntasetelit, kattava työterveys (eri kuin vakuutus)"]
["2026-02-25T18:27:13.304","Employee","No","36-40","Male","Yes","English",14,null,6,"6-10","Upper secondary – general (lukio / high school equivalent)","Information and Communication Technologies (ICT / Computer Science)",8,{"$nulls":11},"Tampere","Consulting",37.5,15,"Developer, AI Apps or Physical AI","Staff / Principal / Lead","Yes",5700,null,2000,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Rust","React, Node.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-25T18:31:24.725","Employee","No","41-45","Male","Yes","Both",16,8,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.89,{"$nulls":10},"Cirit","Tampere","Consulting",37.5,80,"Developer, Frontend","Senior","No",5400,null,3240,null,30,null,"Above market","Lomaraha (Holiday bonus), Referral bonus (for successful hires), Compensation from attending to meetups and other industry events","Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free), Sauna and jacuzzi at the office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows + WSL","JavaScript, TypeScript, Bash","React",null,"Docker",null,null,"Erittäin hyvin laadittu kysely. Arvostan, että kaikki laskukaavat oli valmiiksi tarjottu, niin ei tarvinnut alkaa kaivelemaan mitään Verottajan lappuja"]
["2026-02-25T21:24:27.067","Employee","No","41-45","Male","Yes","Finnish",7,1,4,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,2,"Developer, Full-Stack","Mid-level","No",5300,null,3180,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Swimming hall benefit",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","TypeScript, C#","Vue.js, ASP.NET Core","SQL","Windows server, CI/CD (GitHub Actions, GitLab CI, Jenkins)","SQL Server"]
["2026-02-25T21:54:35.370","Entrepreneur","Yes, from employee to entrepreneur","51-55","Male","Yes","Finnish",2,0,3,"3-5","Doctorate (PhD / tohtori)","Information and Communication Technologies (ICT / Computer Science)",null,0,"Software development",0,0,0,52,"Monthly billing","3-6 months","Myself","Finland",{"$nulls":19},"Windows","JavaScript, TypeScript, Java","React, Node.js, Spring Boot","SQL","AWS","PostgreSQL, MongoDB"]
["2026-02-26T06:52:13.827","Employee","No","51-55","Male","Yes","Both",6,4,2,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.7,{"$nulls":10},"Terveystalo","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,40,"Developer, Full-Stack","Senior","Yes",5580,null,3348,{"$nulls":3},"Average market","Lomaraha (Holiday bonus)","Work remotely from abroad (1 week or more), Work laptop",150,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, PHP","React, Node.js, ASP.NET Core","SQL","Linux server, Windows server, Docker","PostgreSQL, SQL Server","Lunch benefit can be anything 1-25%. Terveystalo has 10%."]
["2026-02-26T08:12:22.939","Entrepreneur","No","51-55","Male","Yes","Finnish",26,19,2,1,"Upper secondary – general (lukio / high school equivalent)",null,0,19,"WordPress theme development, web app development",90,107000,15,5,"Hourly billing","Open-ended","Myself","Finland",{"$nulls":19},"macOS","JavaScript, PHP","Node.js","SQL","Linux server","MySQL","Some additional questions that would have been useful:\nDo you primarily work from home or at an office?\nHow would you describe the general atmosphere among your clients — is it trending upward or downward economically?\nAre you planning to raise your hourly rate in the near future?\nHow reliably and on time do your clients pay their invoices?\nWhich marketing channels do you use (especially as a freelancer)?\nWhich AI platforms do you use, if any?\nWhat accounting software do you use?"]
["2026-02-26T08:35:27.587","Entrepreneur","Yes, from employee to entrepreneur","36-40","Male","Yes","English",10,0,3,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,1,null,92,150000,38,6,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","JavaScript, TypeScript","React, Next.js","SQL, Kafka, Snowflake / BigQuery / Redshift","Docker, Terraform, AWS","PostgreSQL, DynamoDB",null,"Top 3 tech you work with questions can lead to bad survey results. If you mainly work everything from FE to BE to Infra its nearly impossible to pick top 3 when you actually work with tens of different techs \"mainly\"."]
["2026-02-26T09:14:27.110","Employee","No","31-35","Female","Yes","English",3,3,1,"501-1000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",12,{"$nulls":11},"Joensuu","Consulting",30,90,"Data Engineer","Mid-level","Yes",2578.4,100,1547,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows",null,null,"SQL","Microsoft Azure","SQL Server"]
["2026-02-26T09:51:01.797","Employee","No","36-40","Male","Yes","English",8,7,4,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":11},"Remote","Consulting",37.5,0,"Developer, Full-Stack","Senior","Yes",6100,null,3660,3000,null,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Commission (sales or performance-based)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Other tools like high-end keyboard, mouse etc, Monitors for home office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Linux (bare metal / native)","TypeScript, Kotlin","React, Spring Boot",null,"Linux server, Docker","PostgreSQL"]
["2026-02-26T09:56:53.103","Employee","No","31-35","Male","Yes","Both",6,4,3,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",3.9,{"$nulls":11},"Tampere","Consulting",37.5,15,"Data Engineer","Mid-level","Yes",5300,null,3180,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows + WSL","Python",null,"SQL, Apache Spark, Databricks","CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-26T10:09:56.521","Employee","No","31-35","Male","No","English",10,2,7,"10000+","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,30,"Developer, Backend","Mid-level","Yes",6600,null,3960,0,20000,null,"Above market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Monitors for home office, Snacks and beverages in office",600,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Python, Go, Kotlin",null,"SQL, Airflow, Snowflake / BigQuery / Redshift","Kubernetes, Terraform","PostgreSQL, MongoDB, Cassandra"]
["2026-02-26T11:02:16.952","Employee","Yes, from entrepreneur to employee","31-35","Male","Yes","Finnish",10,1,5,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",23,{"$nulls":11},"Hämeenlinna","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Senior","Yes",4400,null,2200,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Work laptop, Free office parking (during work hours), Free gym membership, Other tools like high-end keyboard, mouse etc, Monitors for home office",500,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","TypeScript, Python, PHP","React, Laravel","SQL, Airflow","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-02-26T11:59:13.721","Employee","No","31-35","Male","Yes","English",11,1,5,"11-50","Upper secondary – general (lukio / high school equivalent)","Education and Teaching",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,10,"Developer, Full-Stack","Senior","No",4850,null,2910,{"$nulls":3},"Below market",null,"Work laptop, Training/Courses/Education budget, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript","React, Next.js, Express","SQL","Linux server","MySQL"]
["2026-02-26T12:14:54.508","Employee","No","31-35","Male","Yes","Both",3,2,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",12,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,80,"Developer, Full-Stack","Junior / Entry-level","No",4300,null,2150,0,0,null,"Average market","Lomaraha (Holiday bonus)","Public transport subsidy (tax-free)",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit)","macOS","JavaScript, TypeScript","React, Next.js, Node.js",null,null,"MySQL"]
["2026-02-26T12:25:26.113","Employee","No","26-30","Male","Yes","English",5,5,1,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",7,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,5,"Development Manager","Mid-level","Yes",4280,{"$nulls":5},"Average market","Individual performance bonus, Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Java, Ruby",null,"SQL, Kafka","Linux server, Terraform, Microsoft Azure","SQL Server, "]
["2026-02-26T12:35:00.171","Employee","No","41-45","Male","Yes","Finnish",20,7,5,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.9,{"$nulls":10},"Robu Oy","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Developer, Full-Stack","Senior","Yes",6950,0,4200,0,0,null,"Above market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",700,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python","React, Vue.js, Express","SQL","Docker, Terraform, AWS, GCP, CI/CD, Kubernetes","PostgreSQL","Why only 3 choices?","Good survey model this year"]
["2026-02-26T13:23:34.607","Employee","No","41-45","Female","Yes","Finnish",4,4,1,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Project Manager","Manager or People Lead","No",5300,null,3180,0,0,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget",200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS"]
["2026-02-26T13:41:56.052","Employee","No","41-45","Male","Yes","Both",18,1,6,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Oulu","Consulting",37.5,40,"Architect, Software or Solutions","Staff / Principal / Lead","No",6300,null,3700,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Stock options / equity, Profit sharing, Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","Svelte, FastAPI","SQL","Docker, Terraform, Microsoft Azure","PostgreSQL, MySQL"]
["2026-02-26T14:47:46.515","Employee","No","36-40","Male","Yes","Both",9,2,5,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Arts and Humanities",9,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,40,"Engineering Manager","Senior","No",6800,0,3400,0,0,null,"Average market","Lomaraha (Holiday bonus), Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS"]
["2026-02-26T14:55:17.724","Employee","No","36-40","Male","Yes","Finnish",7,0,3,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,90,"Developer, Full-Stack","Mid-level","Yes",4820,null,2800,0,null,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, TypeScript, C#","Vue.js",null,"CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-02-26T16:30:53.044","Employee","No","31-35","Male","Yes","Finnish",11,8,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",6.37,{"$nulls":11},"Turku","Product company with software as their core business",37.5,95,"Tech lead","Staff / Principal / Lead","Yes",5637,0,3382,0,500,null,"Average market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",0,null,"macOS","JavaScript, TypeScript, Bash","React, Node.js, Express","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis"]
["2026-02-26T16:55:27.044","Employee","Yes, from entrepreneur to employee","26-30","Male",null,"Both",5,0,4,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",-3.4,{"$nulls":10},"Elisa Oyj","Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,66,"Developer, Full-Stack","Mid-level","No",5100,0,3500,5000,0,null,"Below market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Limited car benefit, Garage (outside work hours)","macOS","TypeScript, Java, Go","React, Spring Boot","SQL, Kafka","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL, Redis"]
["2026-02-26T20:07:01.699","Employee","No","31-35","Female","Yes","Finnish",6,3,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Mid-level","No",3200,null,1920,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Helsingin uimahalleihin uintiliput",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","C#","Vue.js, ASP.NET Core","SQL","Microsoft Azure","SQL Server","polkupyöräetu luontaiseduissa?"]
["2026-02-26T20:38:58.944","Entrepreneur","No","46-50","Male","Yes","Both",25,2,8,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,2,"full-stack",100,150000,37,8,"Hourly billing","6-12 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Java, Kotlin","Vue.js, Express, Spring Boot","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis, DynamoDB"]
["2026-02-26T21:45:24.158","Employee","No","46-50","Male","Yes","Both",27,3,10,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,20,"Developer, Full-Stack","Senior","Yes",6500,{"$nulls":5},"Not sure",null,"Monitors for home office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows","TypeScript, Java","React, Node.js, Spring Boot","SQL, Kafka","Docker, AWS, Microsoft Azure","PostgreSQL, SQL Server, DynamoDB"]
["2026-02-27T01:07:12.538","Employee","No","26-30","Male","Yes","English",6,1,4,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",6,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,0,"Developer, Full-Stack","Senior","Yes",5200,null,3150,5000,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Dart","React, FastAPI, Flutter",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB, InfluxDB"]
["2026-02-27T08:13:21.366","Employee","No","31-35","Female","Yes","Finnish",4,3,1,"51-100","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Engineering, Manufacturing, and Construction",14.6,{"$nulls":11},"Turku","Consulting",37.5,90,"Developer, AI Apps or Physical AI","Mid-level","Yes",4700,null,null,2477,null,null,"Below market","Company performance bonus, Referral bonus (for successful hires)","Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Training/Courses/Education budget, Snacks and beverages in office, Culture/Sport benefit (e-passi)",400,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Clojure, ClojureScript","Vue.js, re-frame, Reagent","SQL, scikit-learn, Pandas / NumPy","Linux server, Docker, AWS","PostgreSQL"]
["2026-02-27T09:51:02.751","Employee","No","36-40","Male","Yes","Finnish",15,5,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":10},"Arado","Turku","Consulting",37.5,50,"Developer, Full-Stack","Senior","Yes",4000,3500,2400,null,1000,"Our compensation model is 50% of what we invoice from customer. We have base salary that is paid if monthly invoicing is below 4000 ","Above market","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS","JavaScript, TypeScript, Python","React, Next.js, Flask","SQL","Kubernetes, Terraform, AWS","PostgreSQL, MongoDB"]
["2026-02-27T10:29:35.217","Employee","No","31-35","Male","Yes","Both",10,4,3,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,60,"Developer, Full-Stack","Senior","Yes",5550,null,3400,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Stock options / equity, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",200,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","React, Next.js, Node.js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL"]
["2026-02-27T10:46:45.639","Employee","No","36-40","Male","Yes","English",15,2,5,"501-1000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",40,86,null,"Staff / Principal / Lead","Not sure",90000,null,null,90000,30000,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Free gym membership, Training/Courses/Education budget, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)"]
["2026-02-27T13:30:36.492","Employee","Yes, from entrepreneur to employee","46-50","Male","Yes","Finnish",24,0,5,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",-50,{"$nulls":10},"Tieto","Capital region (Helsinki, Espoo, Vantaa)","Public or third sector",40,1,"Cloud Infrastructure Engineer","Senior","Yes",5500,{"$nulls":5},"Not sure","Lomaraha (Holiday bonus)","Health insurance, Work laptop",null,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","C#","ASP.NET Core","SQL","Microsoft Azure","SQL Server"]
["2026-02-27T13:32:36.686","Employee","No","46-50","Male","Yes","Both",15,5,5,"1001-5000","Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Nortal","Turku","Consulting",37.5,33,"Developer, Full-Stack","Mid-level","No",4750,null,2850,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Sign-on bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate)","Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours)",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Garage (outside work hours)","Windows + WSL","TypeScript, Java, C#","Angular, Spring Boot, ASP.NET Core","SQL","Docker, Microsoft Azure","MySQL, SQL Server"]
["2026-02-27T13:47:30.842","Employee","No","46-50","Male","Yes","Finnish",6,0,3,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.25,{"$nulls":10},"Tietoevry","Kuopio","Consulting",37.5,20,"Developer, Frontend","Mid-level","Yes",{"$nulls":7},"Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Snacks and beverages in office",400,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","JavaScript, TypeScript","React, Next.js"]
["2026-02-27T15:03:58.487","Entrepreneur","Yes, from employee to entrepreneur","31-35","Male","Yes","English",7,1,5,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",100,1,"software development (backend, frontend, full-stack, devops, AI)",72,120000,37.5,6,"Hourly billing","6-12 months","Agencies","Finland",{"$nulls":19},"Linux (bare metal / native)","TypeScript, Python, Bash","React, FastAPI","PyTorch, scikit-learn","CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS, Microsoft Azure","PostgreSQL"]
["2026-02-27T15:08:41.130","Employee","No","36-40","Male","Yes","Both",5,4,2,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",1.5,{"$nulls":11},"Turku","Consulting",37.5,5,"Software Engineer","Mid-level","Yes",3848,0,2309,0,0,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","Windows + WSL","Python, C#, C","React, Node.js","SQL","Linux server, Windows server, Microsoft Azure","Oracle"]
["2026-02-27T15:40:52.959","Employee","No","36-40","Male","Yes","Finnish",7,5,3,"11-50","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",10,{"$nulls":11},"remote","Consulting",37.5,100,"Data Scientist","Senior","No",4650,0,2790,0,0,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Monitors for home office",100,null,"Windows + WSL","TypeScript, Python, Bash","Angular, FastAPI, Spring Boot","SQL, scikit-learn, Pandas / NumPy","Linux server, Docker, Microsoft Azure","MySQL, SQL Server, SQLite"]
["2026-02-27T16:35:33.265","Employee","No","46-50","Female","Yes","English",7,4,2,"501-1000","Doctorate (PhD / tohtori)","Social Sciences, Journalism, and Information",11,{"$nulls":10},"Futurice","Tampere","Consulting",37.5,40,"Developer, Frontend","Senior","Yes",4444,null,0,1000,0,null,"Not sure","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Next.js, Node.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-27T20:30:40.704","Entrepreneur","No","26-30","Male","Yes","Both",28,6,4,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,9,"Architecture, full-stack, AI",75,190000,60,6,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Java","React, Node.js, Spring Boot","SQL","Docker, Kubernetes, Microsoft Azure","PostgreSQL, MySQL, Redis"]
["2026-02-27T20:51:40.398","Employee","No","41-45","Male","Yes","Both",19,6,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,1,"Developer, Full-Stack","Senior","Yes",6647,null,3988,null,800,null,"Below market","Lomaraha (Holiday bonus), Profit sharing, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Fixed-line internet to your home, Public transport subsidy (tax-free)",1200,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Swift, Clojure, ClojureScript","React, re-frame, UIX","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-02-28T00:48:56.481","Employee","No","31-35","Male","Yes","Finnish",15,14,2,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",30,10,"Developer, Full-Stack","Senior","Yes",6340,null,2966.4,0,0,null,"Not sure","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","TypeScript, Kotlin","Vue.js",null,"Linux server, Docker, Kubernetes","PostgreSQL, MySQL"]
["2026-02-28T12:44:04.454","Entrepreneur","No","36-40","Male","Yes","English",11,{"$nulls":3},"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",null,1,"Devops",null,145000,37.5,8,"Monthly billing","12-24 months","Myself","Abroad",{"$nulls":19},"macOS","TypeScript, Python, Bash","Node.js","Airflow, Kafka","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-02-28T19:49:20.655","Employee","No","36-40","Male","Yes","English",14,6,4,"501-1000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Reaktor","Tampere","Consulting",37.5,60,"Developer, Full-Stack","Senior","Yes",5300,{"$nulls":5},"Below market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Home office equipment budget (chair, desk, etc.), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",2640,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","JavaScript, TypeScript, Kotlin","React, Node.js, FastAPI",null,"Docker, Kubernetes, AWS","PostgreSQL, Redis"]
["2026-02-28T23:04:11.809","Employee","No","31-35","Male","Yes","Finnish",8,8,1,"1001-5000","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Engineering, Manufacturing, and Construction",10,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,40,"Developer, Full-Stack","Senior","Yes",4930,null,2250,null,1700,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Stock options / equity, Referral bonus (for successful hires)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Free office parking (during work hours), Free gym membership, Fixed-line internet to your home",450,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Python","React, Next.js, Node.js","SQL","Docker swarm mode, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL"]
["2026-02-28T23:51:57","Employee","No","36-40","Male","Yes","Both",11,3,2,"51-100","Master’s degree – AMK (YAMK)","Information and Communication Technologies (ICT / Computer Science)",5,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Data Engineer","Mid-level","Not sure",6000,null,3600,3600,null,"Cert bonus","Above market","Lomaraha (Holiday bonus), Individual performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","Python, HCL",null,"SQL, Snowflake / BigQuery / Redshift, apache beam","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL, SQL Server"]
["2026-03-01T11:10:50.733","Entrepreneur","Yes, from employee to entrepreneur","36-40","Male","Yes","Finnish",16,5,5,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",5,4,"Software dwvelopment, devops, architecture",92,140000,37.5,9,"Monthly billing","6-12 months","Myself, Agencies","Finland",{"$nulls":19},"Windows + WSL","TypeScript, C#","React, ASP.NET Core","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, SQL Server, Redis"]
["2026-03-01T16:15:10.132","Employee","No","46-50","Male","Yes","Both",25,2,5,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Engineering, Manufacturing, and Construction",6.5,{"$nulls":10},"-","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,5,"Architect, Software or Solutions","Senior","Yes",6300,100,3800,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",609,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, Python, C#","React, Node.js, ASP.NET Core","SQL, Kafka, Pandas / NumPy","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, SQL Server, Redis"]
["2026-03-01T16:23:42.816","Employee","No","26-30","Male","Yes","Finnish",5,3,2,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Arts and Humanities",20,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",42,40,"Support Engineer or Analyst","Senior","No",4800,null,3000,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Stock options / equity, Study bonuses","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","Windows + WSL","JavaScript, Python, C#","React, ASP.NET Core","SQL","Windows server, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-03-01T19:01:47.553","Employee","No","31-35","Male","Yes","English",12,12,1,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",2,{"$nulls":11},"Turku","Product company with software as their core business",40,75,"System Administrator","Staff / Principal / Lead","Not sure",5600,null,null,6000,null,null,"Average market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",500,"Full Lunch benefit employer pays 100% (luontoisetu/fringe benefit), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","Python, Go, Bash",null,"SQL","Linux server, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Redis, Tiger Data (Timescale)"]
["2026-03-01T19:58:58.952","Employee","No","31-35","Male","Yes","Finnish",8,3,5,"101-500","Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Alfame Systems Oy","Tampere","Consulting",37.5,80,"Developer, Full-Stack","Senior","Yes",4400,0,2640,0,0,null,"Below market","Lomaraha (Holiday bonus)","Health insurance, Work remotely from abroad (1 week or more), Free office parking (during work hours), Fixed-line internet to your home, Snacks and beverages in office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Garage (outside work hours)","Windows","TypeScript, Java, C#","React, Node.js, ASP.NET Core","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","SQL Server"]
["2026-03-01T21:45:10.393","Employee","No","51-55","Female","Yes","Finnish",20,2,4,"11-50","Master’s degree – university (FM, KTM, DI, etc.)","Arts and Humanities",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,25,"Project Manager","Senior","No",5916,null,3500,3210,null,"I had a bonus based on the billability level of my team","Average market","Lomaraha (Holiday bonus), Individual performance bonus, Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Monitors for home office, Snacks and beverages in office",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows"]
["2026-03-01T22:08:52.665","Employee","No","41-45","Male","Yes","Finnish",14,5,4,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",1.32,{"$nulls":10},"Alfame Systems Oy","Kokkola","Consulting",30,90,"Architect, Software or Solutions","Senior","Yes",4900,null,2940,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Fixed-line internet to your home, Snacks and beverages in office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript, Java","React, Next.js, Node.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), OpenShift","PostgreSQL, MySQL, MongoDB"]
["2026-03-01T22:25:12.687","Employee","No","26-30","Male","Yes","Finnish",6,3,2,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0.09,{"$nulls":11},"Rovaniemi ","Consulting",37.5,30,"Developer, Full-Stack","Senior","Yes",4450,null,2000,{"$nulls":3},"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Health insurance, Work laptop, Free office parking (during work hours), Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Java","React, Next.js, Quarkus",null,"Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-03-02T07:39:53.046","Employee","No","26-30","Male","Yes","Finnish",3,2,2,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",8.6,{"$nulls":11},"Tampere","Consulting",30,100,"Data Engineer","Mid-level","Yes",4000,null,2358,1000,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office, Public transport subsidy (tax-free)",1000,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python",null,"SQL, Apache Spark, Airflow","Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-03-02T08:09:51.585","Employee","No","31-35","Male","Yes","Finnish",3,0,3,"501-1000","Master’s degree – AMK (YAMK)","Education and Teaching",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,90,"Developer, Full-Stack","Mid-level","Not sure",4000,null,2500,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Company performance bonus","Health insurance, Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","JavaScript, TypeScript","React, Next.js, Node.js",null,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, MongoDB"]
["2026-03-02T08:14:04.370","Employee","No","41-45","Male","Yes","Finnish",8,5,4,"1001-5000","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":10},"Etteplan Finland","Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,2,"Developer, Full-Stack","Senior","Yes",5610.4,0,3366.24,0,0,null,"Average market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)",null,220,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, TypeScript, C#","React","SQL","CI/CD (GitHub Actions, GitLab CI, Jenkins)","SQL Server"]
["2026-03-02T08:19:12.803","Employee","No","41-45","Male","Yes","Finnish",20,2,6,"6-10","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Product company with software as their core business",45,5,"Startup CTO doing everything tech related","Manager or People Lead","No",6500,0,3900,0,null,null,"Below market","Lomaraha (Holiday bonus)","Health insurance",0,null,"macOS","TypeScript, Python","React, Node.js","SQL, Snowflake / BigQuery / Redshift","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB"]
["2026-03-02T08:26:34.413","Employee","No","26-30","Male","Yes","English",5,4,2,"1001-5000","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":10},"Nortal","Turku","Consulting",37.5,30,"Developer, Full-Stack","Mid-level","Not sure",4500,null,2500,{"$nulls":3},"Below market","Overtime extra pay (e.g. 1.5x or 2x pay rate)","Health insurance, Snacks and beverages in office",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows","JavaScript, TypeScript, C#","React, ASP.NET Core","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)","PostgreSQL"]
["2026-03-02T08:36:11.620","Employee","No","41-45","Male","Yes","Finnish",16,16,1,"101-500","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",1.3,{"$nulls":12},"Consulting",37.5,20,"Developer, Backend","Senior",null,3800,null,1800,{"$nulls":3},"Below market","Lomaraha (Holiday bonus), Referral bonus (for successful hires)","Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Snacks and beverages in office",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Linux (bare metal / native)","Java",null,null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), OpenShift","PostgreSQL"]
["2026-03-02T08:40:38.669","Employee","No","36-40","Male","Yes","English",10,7,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Tampere","Consulting",37.5,100,"Developer, Backend","Senior","Yes",4500,null,2700,{"$nulls":3},"Below market",null,"Health insurance, Work laptop, Free gym membership",null,null,"macOS","Go, Bash",null,"SQL","Docker, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-03-02T08:40:40.780","Employee","No","51-55","Male","Yes","English",25,1,7,"10000+","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Consulting",37.5,0,"Product Manager","Senior","Yes",7400,0,3700,8000,0,null,"Average market","Lomaraha (Holiday bonus), Individual performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Snacks and beverages in office",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","Python, Bash, Terraform",null,null,"Terraform, AWS, Google Cloud Platform (GCP)","PostgreSQL, MySQL"]
["2026-03-02T09:23:56.423","Employee","No","41-45","Male","Yes","English",15,4,3,"51-100","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4,{"$nulls":11},"Tampere","Product company with software as their core business",37.5,90,"Engineering Manager","Manager or People Lead","Yes",6500,null,0,{"$nulls":3},"Average market","Company performance bonus","Health insurance, Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip), Free office parking (during work hours), Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",null,"Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Python, Bash","Express","SQL","Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL"]
["2026-03-02T09:27:09.852","Employee","No","36-40","Male","Yes","Both",14,3,3,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,{"$nulls":12},"Consulting",37.5,15,"Developer, Full-Stack","Staff / Principal / Lead","Yes",3000,3500,3900,{"$nulls":3},"Above market","Lomaraha (Holiday bonus), Commission (sales or performance-based), Referral bonus (for successful hires)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Mobile phone with paid plan (Select only if NO 20 € puhelinetu on payslip)",null,null,"Linux (bare metal / native)","TypeScript, Python","Vue.js, Node.js",null,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","DynamoDB"]
["2026-03-02T09:47:16.554","Employee","No","36-40","Male","Yes","Finnish",10,0,4,"3-5","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",15,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,90,"Developer, Full-Stack","Senior","Not sure",6500,{"$nulls":5},"Above market","Stock options / equity","Work laptop, Snacks and beverages in office",0,null,"macOS","TypeScript, Python","React, Next.js, FastAPI","SQL","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, Supabase"]
["2026-03-02T09:49:45.574","Entrepreneur","No","41-45","Male","Yes","Both",17,0,5,1,"Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",0,6,"Full-stack, DevOps, Cloud, Architecture",100,203000,43,3,"Hourly billing","6-12 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","TypeScript, Python, Go","React, Node.js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, SQL Server","For enterpreneurs, one idea for additional question is \"how many clients you had per year max simultaneously, and overall during the year\", or similar.","Pretty good questions, would be nice to select more than 3 options per tech stack. And maybe could ask more about different tech stacks."]
["2026-03-02T10:46:07.611","Employee","No","41-45","Male","Yes","Both",26,11,7,"101-500","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2.74,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",39,30,"Architect, Software or Solutions","Staff / Principal / Lead","Yes",10788,null,6472.8,0,null,null,"Above market","Lomaraha (Holiday bonus), Individual performance bonus, Sign-on bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work remotely from abroad (1 week or more), Work laptop, Training/Courses/Education budget, Fixed-line internet to your home, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office, Public transport subsidy (tax-free)",null,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip), Employer-subsidised commuter ticket (taxed)","macOS","Go, Bash, ",null,"SQL, Kafka","Linux server, Docker, Ansible","PostgreSQL, MySQL","Direct reporteers, commercial responsibilities, travel days"]
["2026-03-02T10:52:18.927","Employee","No","31-35","Male","Yes","Finnish",8,8,2,"11-50","Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",3,{"$nulls":11},"Turku","Consulting",37.5,90,"Architect, Software or Solutions","Manager or People Lead","Yes",6100,0,3000,500,0,null,"Average market","Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400,null,"Windows + WSL","TypeScript, Python","React, Node.js, Django","SQL","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure","PostgreSQL, MySQL, Redis"]
["2026-03-02T11:11:22.208","Employee","No","26-30","Male","Yes","Both",6,8,1,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",4.43,{"$nulls":11},"Oulu","Product company with software as their core business",37.5,50,"Developer, Backend","Mid-level","Yes",4008,null,2402,6663,2100,"Salary + bonus (perf driven, monetary) + stock bonus","Average market","Lomaraha (Holiday bonus), Individual performance bonus, Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Profit sharing, Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Work laptop, Home office equipment budget (chair, desk, etc.), Free office parking (during work hours), Free gym membership, Monitors for home office, Public transport subsidy (tax-free)",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","Windows + WSL","Python, Bash","Django, Flask, FastAPI","Kafka, Pandas / NumPy, ","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","MySQL, Redis, Elasticsearch"]
["2026-03-02T11:59:28.546","Entrepreneur","No","46-50","Male","Yes","Both",25,5,4,"3-5","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",10,5,"Own SaaS application",{"$nulls":4},"Fixed price / project-based","6-12 months","Own sales","Finland, Abroad",{"$nulls":19},"macOS","TypeScript","React, Next.js, Node.js","SQL","Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, DynamoDB","Questions does not work at all for SaaS company"]
["2026-03-02T12:16:16.031","Employee","No","46-50","Male","Yes","English",20,4,6,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Information and Communication Technologies (ICT / Computer Science)",2,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37.5,5,"Architect, Software or Solutions","Senior","Yes",7000,null,3500,12000,null,null,"Above market","Lomaraha (Holiday bonus), Company performance bonus","Work laptop, Snacks and beverages in office, Public transport subsidy (tax-free)",600,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)","macOS","TypeScript, Bash",null,null,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL"]
["2026-03-02T13:05:21.541","Entrepreneur","No","31-35","Male","Yes","Finnish",8,8,1,2,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Information and Communication Technologies (ICT / Computer Science)",15,8,"Everything",null,172000,0,0,"Monthly billing","Open-ended","Myself","Finland",{"$nulls":19},"macOS","JavaScript, TypeScript, PHP","React, Node.js","SQL","Linux server, Docker","MySQL, Redis"]
["2026-03-02T18:08:12.657","Entrepreneur","No","36-40","Male","Yes","Finnish",14,5,4,1,"Upper secondary – vocational (ammatillinen perustutkinto)","Information and Communication Technologies (ICT / Computer Science)",0,5,"Full stack development and maintenance services",80,138000,37.5,6,"Hourly billing","Over 24 months","Myself, Agencies","Finland",{"$nulls":19},"macOS","JavaScript, TypeScript, PHP","React, Next.js, Node.js",null,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MySQL"]
["2026-03-02T18:51:52.716","Employee","No","31-35","Male","Yes","Both",9,null,3,"10000+","Master’s degree – university (FM, KTM, DI, etc.)","Engineering, Manufacturing, and Construction",{"$nulls":12},"Capital region (Helsinki, Espoo, Vantaa)","Product company with software as their core business",37.5,50,"Applied Scientist","Senior","Yes",10000,{"$nulls":3},450000,null,"Not sure","Lomaraha (Holiday bonus), Stock options / equity","Health insurance, Work laptop, Monitors for home office",0,null,"Windows + WSL","Python, C++",null,"PyTorch","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)"]
["2026-03-03T08:55:47.076","Employee","No","31-35","Female","Yes","Both",1,1,2,"501-1000","Upper secondary – general (lukio / high school equivalent)",null,40,{"$nulls":11},"Capital region (Helsinki, Espoo, Vantaa)","A company where software is a support role (for example banks or healthcare)",37,5,"Developer, QA or Test","Junior / Entry-level","Yes",2660,{"$nulls":5},"Average market",null,"Work laptop, Snacks and beverages in office",300,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction)","macOS"]
["2026-03-03T16:36:20.497","Employee","No","21-25","Female","Yes","Both",6,5,4,"501-1000","Upper secondary – general (lukio / high school equivalent)",null,4,{"$nulls":11},"Tampere","Consulting",22.5,20,"Developer, Full-Stack","Mid-level","Yes",3410,null,1416,1360,854,null,"Below market","Lomaraha (Holiday bonus), Company performance bonus, Overtime extra pay (e.g. 1.5x or 2x pay rate), Stock options / equity, Profit sharing, Commission (sales or performance-based), Referral bonus (for successful hires), On-call compensation (standby pay)","Health insurance, Ryhmäeläkevakuutus (Additional employer pension contribution), Work laptop, Free office parking (during work hours), Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Monitors for home office, Snacks and beverages in office",400,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Garage (outside work hours)","macOS","TypeScript, C#","React, Next.js, ASP.NET Core",null,"Windows server, Docker, Microsoft Azure","SQL Server, MongoDB, Redis"]