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Koodiklinikka Robot
2026-03-13 10:23:26 +00:00
parent b30ba668c7
commit d88e4bc963
9 changed files with 1317 additions and 1317 deletions
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2025/charts.html
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2025/data-vertical.html
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@@ -12392,7 +12392,7 @@ footer {
</tr>
<tr>
<th>Kuukausipalkka</th>
<td>90000.0</td>
<td>7500.0</td>
</tr>
<tr>
<th>Provisio (kk, brutto)</th>
@@ -12460,7 +12460,7 @@ footer {
</tr>
<tr>
<th>Vuositulot</th>
<td>1100000.0</td>
<td>110000.0</td>
</tr>
<tr>
<th>Rooli (normalisoitu)</th>
@@ -12468,11 +12468,11 @@ footer {
</tr>
<tr>
<th>Kk-tulot (laskennallinen)</th>
<td>91666.666667</td>
<td>9166.666667</td>
</tr>
<tr>
<th>Kk-tulot (laskennallinen, normalisoitu)</th>
<td>91666.666667</td>
<td>9166.666667</td>
</tr>
</tbody>
</table>
@@ -19092,7 +19092,7 @@ footer {
</tr>
<tr>
<th>Kuukausipalkka</th>
<td>95000.0</td>
<td>7916.666667</td>
</tr>
<tr>
<th>Provisio (kk, brutto)</th>
@@ -19136,7 +19136,7 @@ footer {
</tr>
<tr>
<th>Vuositulot</th>
<td>1159750.0</td>
<td>114750.0</td>
</tr>
<tr>
<th>Rooli (normalisoitu)</th>
@@ -19144,11 +19144,11 @@ footer {
</tr>
<tr>
<th>Kk-tulot (laskennallinen)</th>
<td>96645.833333</td>
<td>9562.5</td>
</tr>
<tr>
<th>Kk-tulot (laskennallinen, normalisoitu)</th>
<td>96645.833333</td>
<td>9562.5</td>
</tr>
</tbody>
</table>
@@ -30364,7 +30364,7 @@ footer {
</tr>
<tr>
<th>Kuukausipalkka</th>
<td>91000.0</td>
<td>7583.333333</td>
</tr>
<tr>
<th>Provisio (kk, brutto)</th>
@@ -30428,7 +30428,7 @@ footer {
</tr>
<tr>
<th>Vuositulot</th>
<td>1104980.0</td>
<td>103980.0</td>
</tr>
<tr>
<th>Rooli (normalisoitu)</th>
@@ -30436,11 +30436,11 @@ footer {
</tr>
<tr>
<th>Kk-tulot (laskennallinen)</th>
<td>92081.666667</td>
<td>8665.0</td>
</tr>
<tr>
<th>Kk-tulot (laskennallinen, normalisoitu)</th>
<td>92081.666667</td>
<td>8665.0</td>
</tr>
</tbody>
</table>
@@ -36192,7 +36192,7 @@ footer {
</tr>
<tr>
<th>Kuukausipalkka</th>
<td>92881.0</td>
<td>7740.083333</td>
</tr>
<tr>
<th>Provisio (kk, brutto)</th>
@@ -36260,7 +36260,7 @@ footer {
</tr>
<tr>
<th>Vuositulot</th>
<td>1118282.0</td>
<td>96591.0</td>
</tr>
<tr>
<th>Rooli (normalisoitu)</th>
@@ -36268,11 +36268,11 @@ footer {
</tr>
<tr>
<th>Kk-tulot (laskennallinen)</th>
<td>93190.166667</td>
<td>8049.25</td>
</tr>
<tr>
<th>Kk-tulot (laskennallinen, normalisoitu)</th>
<td>93190.166667</td>
<td>8049.25</td>
</tr>
</tbody>
</table>
@@ -61528,7 +61528,7 @@ footer {
</tr>
<tr>
<th>Kuukausipalkka</th>
<td>110000.0</td>
<td>9166.666667</td>
</tr>
<tr>
<th>Provisio (kk, brutto)</th>
@@ -61588,7 +61588,7 @@ footer {
</tr>
<tr>
<th>Vuositulot</th>
<td>1340000.0</td>
<td>130000.0</td>
</tr>
<tr>
<th>Rooli (normalisoitu)</th>
@@ -61596,11 +61596,11 @@ footer {
</tr>
<tr>
<th>Kk-tulot (laskennallinen)</th>
<td>111666.666667</td>
<td>10833.333333</td>
</tr>
<tr>
<th>Kk-tulot (laskennallinen, normalisoitu)</th>
<td>111666.666667</td>
<td>10833.333333</td>
</tr>
</tbody>
</table>
@@ -62328,7 +62328,7 @@ footer {
</tr>
<tr>
<th>Kuukausipalkka</th>
<td>110000.0</td>
<td>9166.666667</td>
</tr>
<tr>
<th>Provisio (kk, brutto)</th>
@@ -62392,7 +62392,7 @@ footer {
</tr>
<tr>
<th>Vuositulot</th>
<td>1347500.0</td>
<td>137500.0</td>
</tr>
<tr>
<th>Rooli (normalisoitu)</th>
@@ -62400,11 +62400,11 @@ footer {
</tr>
<tr>
<th>Kk-tulot (laskennallinen)</th>
<td>112291.666667</td>
<td>11458.333333</td>
</tr>
<tr>
<th>Kk-tulot (laskennallinen, normalisoitu)</th>
<td>105273.4375</td>
<td>10742.1875</td>
</tr>
</tbody>
</table>
@@ -70820,7 +70820,7 @@ footer {
</tr>
<tr>
<th>Kuukausipalkka</th>
<td>56117.0</td>
<td>4676.416667</td>
</tr>
<tr>
<th>Provisio (kk, brutto)</th>
@@ -70872,7 +70872,7 @@ footer {
</tr>
<tr>
<th>Vuositulot</th>
<td>676543.0</td>
<td>59256.0</td>
</tr>
<tr>
<th>Rooli (normalisoitu)</th>
@@ -70880,11 +70880,11 @@ footer {
</tr>
<tr>
<th>Kk-tulot (laskennallinen)</th>
<td>56378.583333</td>
<td>4938.0</td>
</tr>
<tr>
<th>Kk-tulot (laskennallinen, normalisoitu)</th>
<td>65052.211538</td>
<td>5697.692308</td>
</tr>
</tbody>
</table>
@@ -71936,11 +71936,11 @@ footer {
</tr>
<tr>
<th>Lomaraha (EUR)</th>
<td>1.0</td>
<td>0.0</td>
</tr>
<tr>
<th>Bonus (EUR)</th>
<td>1.0</td>
<td>0.0</td>
</tr>
<tr>
<th>Osakkeet/optiot (EUR)</th>
@@ -71992,7 +71992,7 @@ footer {
</tr>
<tr>
<th>Vuositulot</th>
<td>96002.0</td>
<td>96000.0</td>
</tr>
<tr>
<th>Rooli (normalisoitu)</th>
@@ -72000,11 +72000,11 @@ footer {
</tr>
<tr>
<th>Kk-tulot (laskennallinen)</th>
<td>8000.166667</td>
<td>8000.0</td>
</tr>
<tr>
<th>Kk-tulot (laskennallinen, normalisoitu)</th>
<td>8000.166667</td>
<td>8000.0</td>
</tr>
</tbody>
</table>
@@ -104048,7 +104048,7 @@ footer {
</tr>
<tr>
<th>Kuukausipalkka</th>
<td>90000.0</td>
<td>7500.0</td>
</tr>
<tr>
<th>Provisio (kk, brutto)</th>
@@ -104088,7 +104088,7 @@ footer {
</tr>
<tr>
<th>Vuositulot</th>
<td>1200000.0</td>
<td>210000.0</td>
</tr>
<tr>
<th>Rooli (normalisoitu)</th>
@@ -104096,11 +104096,11 @@ footer {
</tr>
<tr>
<th>Kk-tulot (laskennallinen)</th>
<td>100000.0</td>
<td>17500.0</td>
</tr>
<tr>
<th>Kk-tulot (laskennallinen, normalisoitu)</th>
<td>93750.0</td>
<td>16406.25</td>
</tr>
</tbody>
</table>

18
2025/data.csv
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@@ -73,7 +73,7 @@ Timestamp,Palkansaaja vai laskuttaja,Siirtynyt palkansaaja/laskuttaja,Ikä,Sukup
2026-02-09 11:35:14.950,Palkansaaja,Ei,26-30,mies,Yes,Both,9.0,9.0,2.0,6-10,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),0.0,,,,,,,,,,,,Turku,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.0,"Developer, Backend",Senior,No,3150.0,0.0,1500.0,0.0,0.0,,Alle markkinatason,Lomaraha (Holiday bonus),"Work laptop, Home office equipment budget (chair, desk, etc.), Monitors for home office",,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,,,bc291493746c5c73,39300.0,"Developer, Backend",3275.0,3275.0
2026-02-09 11:36:35.401,Palkansaaja,Ei,46-50,mies,Yes,English,27.0,8.0,7.0,1001-5000,Upper secondary – general (lukio / high school equivalent),Information and Communication Technologies (ICT / Computer Science),65.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.8,AI/ML Engineer,Staff / Principal / Lead,Yes,10700.0,0.0,5350.0,0.0,300000.0,,Yli markkinatason,"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)",,Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction),macOS,"Python, Java, Go",,"Kafka, PyTorch, Pandas / NumPy","Kubernetes, Terraform, Google Cloud Platform (GCP)","Redis, BigQuery",,,ad12c457222339e9,433750.0,AI/ML Engineer,36145.833333333336,36145.833333333336
2026-02-09 11:39:25.479,Palkansaaja,Ei,46-50,mies,Yes,Both,25.0,1.0,5.0,1001-5000,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),-15.0,,,,,,,,,,,Goforej,Seinäjoki,Konsultointi,1.0,0.95,"Developer, Full-Stack",Senior,No,6200.0,0.0,3100.0,0.0,0.0,,Markkinataso,Lomaraha (Holiday bonus),"Work laptop, Training/Courses/Education budget, Other tools like high-end keyboard, mouse etc, Snacks and beverages in office",400.0,"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,,,f78973d2b619a92b,77500.0,"Developer, Full-Stack",6458.333333333333,6458.333333333333
2026-02-09 11:43:48.206,Palkansaaja,Ei,41-45,mies,Yes,English,9.0,4.0,4.0,501-1000,"Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",5.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.0,"Developer, Backend",Staff / Principal / Lead,Yes,90000.0,0.0,4000.0,14000.0,2000.0,,Markkinataso,"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",400.0,"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",,,e901f47f4b92bc4a,1100000.0,"Developer, Backend",91666.66666666667,91666.66666666667
2026-02-09 11:43:48.206,Palkansaaja,Ei,41-45,mies,Yes,English,9.0,4.0,4.0,501-1000,"Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",5.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.0,"Developer, Backend",Staff / Principal / Lead,Yes,7500.0,0.0,4000.0,14000.0,2000.0,,Markkinataso,"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",400.0,"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",,,e901f47f4b92bc4a,110000.0,"Developer, Backend",9166.666666666666,9166.666666666666
2026-02-09 11:45:42.677,Palkansaaja,Ei,36-40,mies,Yes,English,17.0,4.0,5.0,1001-5000,Upper secondary – vocational (ammatillinen perustutkinto),Information and Communication Technologies (ICT / Computer Science),-2.91,,,,,,,,,,,,Jyväskylä,Konsultointi,1.0,0.6,Cybersecurity or InfoSec Professional,Mid-level,Yes,6656.0,500.0,3693.6,330.0,0.0,,Yli markkinatason,"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",400.0,"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",,KQL,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Microsoft Azure",,,,e6c1b8dc110f7ec5,83895.6,Cybersecurity or InfoSec Professional,6991.3,6991.3
2026-02-09 12:09:05.844,Palkansaaja,Ei,31-35,mies,Yes,Finnish,5.0,3.0,3.0,1001-5000,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),3.0,,,,,,,,,,,,PK-seutu,Julkinen/kolmas sektori,0.9666666666666667,0.2,"Developer, Full-Stack",Mid-level,Yes,8950.0,4550.0,0.0,0.0,0.0,,Alle markkinatason,Lomaraha (Holiday bonus),Free gym membership,,,Windows + WSL,"Python, C++",Django,"SQL, Airflow, Pandas / NumPy","Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)",PostgreSQL,,,fe089dec45f970d6,107400.0,"Developer, Full-Stack",8950.0,9258.620689655172
2026-02-09 12:17:54.453,Palkansaaja,Ei,31-35,mies,Yes,Both,8.0,1.0,4.0,11-50,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),15.0,,,,,,,,,,,,Tampere,Konsultointi,1.0,0.5,"Developer, Full-Stack",Senior,Yes,4200.0,0.0,2500.0,0.0,20000.0,Base salary with equity and option,Markkinataso,"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)",1000.0,"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,,,4e722da86df94ca9,72900.0,"Developer, Full-Stack",6075.0,6075.0
@@ -114,7 +114,7 @@ Timestamp,Palkansaaja vai laskuttaja,Siirtynyt palkansaaja/laskuttaja,Ikä,Sukup
2026-02-10 09:29:50.227,Palkansaaja,Ei,36-40,mies,Yes,English,19.0,11.0,3.0,11-50,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),3.0,,,,,,,,,,,Sharetribe,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.4,"Developer, Full-Stack",Staff / Principal / Lead,Not sure,6840.0,0.0,0.0,0.0,0.0,"Vaihdoin kaikki lomarahat lomaksi, siksi merkkasin 0e lomarahaa",Markkinataso,"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)",250.0,Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction),macOS,"JavaScript, Java, Clojure/Script","React, Pedestal / reagent / re-frame (Clojure)",,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis, Datomic",,,5735bf7dba5a6169,82080.0,"Developer, Full-Stack",6840.0,6840.0
2026-02-10 09:45:49.234,Palkansaaja,Ei,36-40,mies,Yes,English,16.0,3.0,6.0,10000+,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),4.2,,,,,,,,,,,,Tampere,"Yritys, jossa softa tukirooli",1.0,0.04,"Developer, Backend",Mid-level,Yes,5278.85,0.0,2639.43,0.0,0.0,,Markkinataso,"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",,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,,,c840267613fd9222,65985.63,"Developer, Backend",5498.802500000001,5498.802500000001
2026-02-10 09:57:06.340,Palkansaaja,Ei,31-35,mies,Yes,Both,10.0,10.0,2.0,101-500,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),,,,,,,,,,,,,Tampere,Konsultointi,1.0,0.2,"Developer, Full-Stack",Senior,No,4500.0,0.0,2600.0,2900.0,0.0,,Alle markkinatason,"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)",400.0,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",,,900f9fb0e472544b,59500.0,"Developer, Full-Stack",4958.333333333333,4958.333333333333
2026-02-10 10:59:59.394,Palkansaaja,Ei,41-45,mies,Yes,Both,23.0,3.0,6.0,10000+,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),5.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.0,"Architect, Software or Solutions",Senior,Yes,95000.0,0.0,4750.0,0.0,15000.0,,Yli markkinatason,"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",,,macOS,,,,AWS,,,,8e20ca36952cc1c7,1159750.0,"Architect, Software or Solutions",96645.83333333333,96645.83333333333
2026-02-10 10:59:59.394,Palkansaaja,Ei,41-45,mies,Yes,Both,23.0,3.0,6.0,10000+,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),5.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.0,"Architect, Software or Solutions",Senior,Yes,7916.666666666667,0.0,4750.0,0.0,15000.0,,Yli markkinatason,"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",,,macOS,,,,AWS,,,,8e20ca36952cc1c7,114750.0,"Architect, Software or Solutions",9562.5,9562.5
2026-02-10 11:07:08.930,Laskuttaja,Ei,36-40,mies,Yes,Both,15.0,4.0,5.0,2,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),0.0,4.0,"Backend,frontend,architecture,devops,CIAM",85.0,130000.0,37.5,3.0,Hourly billing,3-6 months,Agencies,Suomesta,,,,,,,,,0.0,0.0,0.0,0.0,0.0,,,,,,,macOS,"JavaScript, Python, Java","React, Next.js, FastAPI","SQL, Kafka, Pandas / NumPy","Linux server, Docker, Kubernetes","PostgreSQL, MySQL, Redis",,,3e303bc3f74e8095,,,,
2026-02-10 14:11:24.541,Laskuttaja,Ei,41-45,mies,Yes,English,17.0,0.0,10.0,501-1000,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),13.0,6.0,Full-stack software development,85.0,110000.0,37.5,5.0,Hourly billing,6-12 months,"Myself, Agencies",Suomesta,,,,,,,,,0.0,0.0,0.0,0.0,0.0,,,,,,,macOS,"JavaScript, TypeScript, Python","React, Node.js, FastAPI","SQL, Airflow, Kafka","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis, DynamoDB",,,b7fcba2b14e6a8e6,,,,
2026-02-10 15:02:24.765,Palkansaaja,Ei,41-45,mies,Yes,Both,20.0,4.0,6.0,6-10,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),12.0,,,,,,,,,,,,Turku,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.2,CTO,Manager or People Lead,No,5475.0,0.0,3285.0,0.0,0.0,,Alle markkinatason,"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",,"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",,,"PostgreSQL, Redis",,,2ac0a6567b20f062,68985.0,CTO,5748.75,5748.75
@@ -183,7 +183,7 @@ Timestamp,Palkansaaja vai laskuttaja,Siirtynyt palkansaaja/laskuttaja,Ikä,Sukup
2026-02-14 22:27:58.661,Palkansaaja,Ei,41-45,mies,Yes,English,18.0,6.0,5.0,1001-5000,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),4.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.2,"Developer, Full-Stack",Staff / Principal / Lead,Yes,11800.0,0.0,7000.0,16000.0,0.0,,Yli markkinatason,"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",,"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",,,4c3705fb766f1d2d,164600.0,"Developer, Full-Stack",13716.666666666666,13716.666666666666
2026-02-14 23:53:57.692,Palkansaaja,Ei,36-40,mies,Yes,Both,10.0,3.0,4.0,51-100,Upper secondary – general (lukio / high school equivalent),Information and Communication Technologies (ICT / Computer Science),0.0,,,,,,,,,,,,Oulu,Konsultointi,1.0,0.0,"Developer, Full-Stack",Senior,No,6800.0,2800.0,4160.0,0.0,0.0,,Yli markkinatason,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",0.0,"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",,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Redis",,,05dd9216c5dfdb93,85760.0,"Developer, Full-Stack",7146.666666666667,7146.666666666667
2026-02-15 07:22:29.038,Palkansaaja,Ei,36-40,mies,Yes,English,15.0,4.0,5.0,501-1000,Upper secondary – general (lukio / high school equivalent),,,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.4,Engineering Manager,Staff / Principal / Lead,Yes,8500.0,0.0,4250.0,200000.0,400000.0,,Yli markkinatason,"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)",,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)",macOS,Java,,,"Terraform, AWS",DynamoDB,,,726bce76619a0973,706250.0,Engineering Manager,58854.166666666664,58854.166666666664
2026-02-15 14:35:40.957,Palkansaaja,Ei,41-45,mies,Yes,Finnish,22.0,7.0,4.0,11-50,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),4.6,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.3,Engineering Manager,Manager or People Lead,Yes,91000.0,0.0,4380.0,8600.0,0.0,,Alle markkinatason,"Lomaraha (Holiday bonus), Company performance bonus, On-call compensation (standby pay)","Work laptop, Training/Courses/Education budget, Snacks and beverages in office",,"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,,SQL,"Kubernetes, Microsoft Azure",PostgreSQL,,"Erittäin hyvä kysely, kiitos!",231d88e2c60ba704,1104980.0,Engineering Manager,92081.66666666667,92081.66666666667
2026-02-15 14:35:40.957,Palkansaaja,Ei,41-45,mies,Yes,Finnish,22.0,7.0,4.0,11-50,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),4.6,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.3,Engineering Manager,Manager or People Lead,Yes,7583.333333333333,0.0,4380.0,8600.0,0.0,,Alle markkinatason,"Lomaraha (Holiday bonus), Company performance bonus, On-call compensation (standby pay)","Work laptop, Training/Courses/Education budget, Snacks and beverages in office",,"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,,SQL,"Kubernetes, Microsoft Azure",PostgreSQL,,"Erittäin hyvä kysely, kiitos!",231d88e2c60ba704,103980.0,Engineering Manager,8665.0,8665.0
2026-02-15 21:11:02.084,Palkansaaja,Ei,26-30,mies,Yes,Both,6.0,0.0,3.0,5001-10000,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),38.0,,,,,,,,,,,,PK-seutu,"Yritys, jossa softa tukirooli",1.0,0.6,"Developer, Full-Stack",Mid-level,Yes,5250.0,0.0,1900.0,4500.0,0.0,,Markkinataso,"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)",,,macOS,"JavaScript, TypeScript, Java","React, Node.js, Express",,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS",DynamoDB,,,c0177e240e66259b,69400.0,"Developer, Full-Stack",5783.333333333333,5783.333333333333
2026-02-16 08:13:10.975,Palkansaaja,Ei,31-35,mies,Yes,English,8.0,3.0,4.0,5001-10000,Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto),Information and Communication Technologies (ICT / Computer Science),10.0,,,,,,,,,,,,PK-seutu,"Yritys, jossa softa tukirooli",1.0,0.1,"Developer, Full-Stack",Senior,Yes,6900.0,1000.0,3500.0,0.0,0.0,,Yli markkinatason,"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",500.0,"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,,,be29fabaaa24375f,86300.0,"Developer, Full-Stack",7191.666666666667,7191.666666666667
2026-02-16 08:18:12.754,Palkansaaja,Ei,36-40,mies,Yes,Both,17.0,2.0,6.0,11-50,Master’s degree – AMK (YAMK),Information and Communication Technologies (ICT / Computer Science),0.0,,,,,,,,,,,,Oulu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.4,"Developer, Backend",Staff / Principal / Lead,Yes,7500.0,0.0,0.0,0.0,0.0,,Markkinataso,"Company performance bonus, Stock options / equity","Health insurance, Work laptop, Snacks and beverages in office",0.0,,macOS,TypeScript,"Node.js, Express, NestJS","SQL, Airflow, Snowflake / BigQuery / Redshift","Kubernetes, Terraform, AWS","PostgreSQL, DynamoDB",,,b3e446d85ac9cab1,90000.0,"Developer, Backend",7500.0,7500.0
@@ -219,7 +219,7 @@ Timestamp,Palkansaaja vai laskuttaja,Siirtynyt palkansaaja/laskuttaja,Ikä,Sukup
2026-02-17 13:26:27.896,Palkansaaja,Ei,46-50,mies,Yes,Both,20.0,2.0,8.0,51-100,Upper secondary – general (lukio / high school equivalent),Health and Welfare,110.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",0.8,0.4,Engineering Manager,Manager or People Lead,Yes,7200.0,0.0,4320.0,12000.0,0.0,,Yli markkinatason,"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)",2000.0,"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",,,c109e4dac69bfd12,102720.0,Engineering Manager,8560.0,10700.0
2026-02-17 14:25:45.022,Palkansaaja,Ei,21-25,mies,Yes,Finnish,4.0,1.0,2.0,11-50,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),,,,,,,,,,,,Buildie,Tampere,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.95,"Developer, Full-Stack",Mid-level,Yes,3800.0,0.0,0.0,0.0,0.0,,Alle markkinatason,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",,"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",,,7f72e7cc92ed829c,45600.0,"Developer, Full-Stack",3800.0,3800.0
2026-02-17 14:31:58.372,Palkansaaja,Ei,31-35,mies,Yes,Both,7.0,2.0,4.0,51-100,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),0.0,,,,,,,,,,,,PK-seutu,"Yritys, jossa softa tukirooli",0.8,0.5,"Developer, Full-Stack",Senior,No,4460.0,0.0,3000.0,0.0,0.0,,En osaa sanoa,"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",400.0,,macOS,"JavaScript, TypeScript","React, Vue.js, Next.js",SQL,"Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), Google Cloud Platform (GCP)",PostgreSQL,,,1b77419a8b609b79,56520.0,"Developer, Full-Stack",4710.0,5887.5
2026-02-17 16:47:42.336,Palkansaaja,Ei,31-35,mies,Yes,English,15.0,8.0,3.0,501-1000,Upper secondary – vocational (ammatillinen perustutkinto),Information and Communication Technologies (ICT / Computer Science),2.0,,,,,,,,,,,Reaktor,PK-seutu,Konsultointi,1.0,0.05,"Developer, Full-Stack",Senior,No,92881.0,0.0,3710.0,0.0,0.0,,Markkinataso,"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",2500.0,"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",,,610c49a8d22c01a6,1118282.0,"Developer, Full-Stack",93190.16666666667,93190.16666666667
2026-02-17 16:47:42.336,Palkansaaja,Ei,31-35,mies,Yes,English,15.0,8.0,3.0,501-1000,Upper secondary – vocational (ammatillinen perustutkinto),Information and Communication Technologies (ICT / Computer Science),2.0,,,,,,,,,,,Reaktor,PK-seutu,Konsultointi,1.0,0.05,"Developer, Full-Stack",Senior,No,7740.083333333333,0.0,3710.0,0.0,0.0,,Markkinataso,"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",2500.0,"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",,,610c49a8d22c01a6,96591.0,"Developer, Full-Stack",8049.25,8049.25
2026-02-17 16:52:40.665,Palkansaaja,Ei,41-45,mies,Yes,English,20.0,3.0,6.0,101-500,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),8.7,,,,,,,,,,,n8n,Tampere,"Tuotetalossa, jonka core-bisnes on softa",,0.2,Engineering Manager,Manager or People Lead,Yes,10400.0,0.0,0.0,0.0,0.0,,Yli markkinatason,"Lomaraha (Holiday bonus), Stock options / equity, On-call compensation (standby pay)","Health insurance, Work laptop, Training/Courses/Education budget",,,macOS,"TypeScript, Python, Bash","Vue.js, Express",,"Docker, Kubernetes, Microsoft Azure","PostgreSQL, SQLite",,,52c83b27338b5fff,124800.0,Engineering Manager,10400.0,
2026-02-17 17:37:00.839,Palkansaaja,Ei,31-35,mies,Yes,English,8.0,5.0,3.0,501-1000,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",8.0,,,,,,,,,,,,Tampere,"Yritys, jossa softa tukirooli",1.0,0.0,"Developer, Full-Stack",Staff / Principal / Lead,Yes,7039.0,0.0,3378.0,0.0,0.0,Stock option program,Markkinataso,"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",,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",,Siistiä kun jaksatte toteuttaa!,4faa960b534dba93,87846.0,"Developer, Full-Stack",7320.5,7320.5
2026-02-18 11:38:30.009,Palkansaaja,Ei,36-40,mies,Yes,Finnish,10.0,3.0,4.0,1001-5000,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),0.0,,,,,,,,,,,Sanoma,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.1,"Developer, Mobile",Senior,Yes,6300.0,0.0,3800.0,5550.0,0.0,Company performance bonus,Alle markkinatason,"Lomaraha (Holiday bonus), Company performance bonus, Referral bonus (for successful hires)","Health insurance, Work laptop, Free gym membership",200.0,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)",macOS,Swift,,,"CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS",,,,d4e726d5695792af,84950.0,"Developer, Mobile",7079.166666666667,7079.166666666667
@@ -375,12 +375,12 @@ Timestamp,Palkansaaja vai laskuttaja,Siirtynyt palkansaaja/laskuttaja,Ikä,Sukup
2026-02-20 10:08:05.430,Palkansaaja,Ei,36-40,mies,Yes,Both,14.0,7.0,2.0,101-500,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),2.0,,,,,,,,,,,,PK-seutu,Konsultointi,1.0,0.5,"Architect, Software or Solutions",Staff / Principal / Lead,Yes,6775.0,1380.0,3237.0,0.0,0.0,,Markkinataso,"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)",1100.0,"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",,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS",PostgreSQL,,,5bcab6b87c04ab0f,84537.0,"Architect, Software or Solutions",7044.75,7044.75
2026-02-20 10:09:24.066,Palkansaaja,Ei,26-30,mies,Yes,Both,8.0,5.0,3.0,1001-5000,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),2.0,,,,,,,,,,,,Oulu,Konsultointi,1.0,0.9,"Developer, Full-Stack",Senior,No,4425.0,0.0,0.0,0.0,0.0,,Alle markkinatason,Lomaraha (Holiday bonus),"Health insurance, Work laptop, Training/Courses/Education budget, Snacks and beverages in office",,"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,,,16f41eb60ed1df19,53100.0,"Developer, Full-Stack",4425.0,4425.0
2026-02-20 10:09:51.333,Palkansaaja,Ei,21-25,mies,Yes,Finnish,2.0,1.0,2.0,101-500,Upper secondary – general (lukio / high school equivalent),Information and Communication Technologies (ICT / Computer Science),0.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",0.6,0.09,ICT Specialist. Tasks range from Linux servers to backend development to cloud solutions.,Mid-level,Not sure,2115.0,0.0,0.0,0.0,0.0,,Markkinataso,"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",600.0,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Limited car benefit",Windows + WSL,"JavaScript, Python, Bash",,"SQL, TensorFlow, PyTorch","Linux server, Docker, AWS","PostgreSQL, Redis",,,4e96b6fe251a8163,25380.0,ICT Specialist. Tasks range from Linux servers to backend development to cloud solutions.,2115.0,3525.0
2026-02-20 10:10:30.978,Palkansaaja,Ei,36-40,mies,No,English,18.0,1.0,8.0,101-500,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),22.0,,,,,,,,,,,Globalization Partners,Etätyö,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.0,"Developer, Frontend",Senior,Not sure,110000.0,0.0,0.0,0.0,20000.0,salary and RSU options,Yli markkinatason,Stock options / equity,"Health insurance, Work remotely from abroad (1 week or more), Work laptop",,,macOS,TypeScript,React,,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS",duckdb,,,bd2e597bb1b77994,1340000.0,"Developer, Frontend",111666.66666666667,111666.66666666667
2026-02-20 10:10:30.978,Palkansaaja,Ei,36-40,mies,No,English,18.0,1.0,8.0,101-500,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),22.0,,,,,,,,,,,Globalization Partners,Etätyö,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.0,"Developer, Frontend",Senior,Not sure,9166.666666666666,0.0,0.0,0.0,20000.0,salary and RSU options,Yli markkinatason,Stock options / equity,"Health insurance, Work remotely from abroad (1 week or more), Work laptop",,,macOS,TypeScript,React,,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS",duckdb,,,bd2e597bb1b77994,130000.0,"Developer, Frontend",10833.333333333334,10833.333333333334
2026-02-20 10:11:12.677,Palkansaaja,laskuttaja → palkansaaja,31-35,mies,Yes,Both,4.0,1.0,4.0,3-5,Basic education (peruskoulu / compulsory education),Information and Communication Technologies (ICT / Computer Science),170.0,,,,,,,,,,,,Salo,"Tuotetalossa, jonka core-bisnes on softa",1.0666666666666667,0.0,"Developer, Full-Stack",Mid-level,No,4500.0,0.0,2500.0,0.0,0.0,,Markkinataso,,Work remotely from abroad (1 week or more),0.0,,macOS,"JavaScript, TypeScript, Bash","Vue.js, Next.js, Node.js",SQL,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)","PostgreSQL, MongoDB, Drizzle",,,036b5c90fac12cb8,56500.0,"Developer, Full-Stack",4708.333333333333,4414.0625
2026-02-20 10:12:32.512,Laskuttaja,Ei,31-35,mies,Yes,Both,13.0,5.0,4.0,3-5,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),-50.0,5.0,"Backend, frontend, full-stack, mobile, AI",90.0,25000.0,5.0,30.0,Hourly billing,1-3 months,"Myself, Agencies","Finland, Abroad",,,,,,,,,0.0,0.0,0.0,0.0,0.0,,,,,,,macOS,"TypeScript, Rust, Kotlin","React, Vue.js",SQL,"Docker, Terraform, Google Cloud Platform (GCP)","PostgreSQL, Redis",,,d51c58f61256bc61,,,,
2026-02-20 10:13:21.334,Palkansaaja,Ei,31-35,mies,Yes,Both,3.0,1.0,2.0,101-500,"Master’s degree – university (FM, KTM, DI, etc.)","Natural Sciences, Mathematics, and Statistics",27.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.8,"Developer, Full-Stack",Mid-level,Not sure,4700.0,0.0,0.0,0.0,0.0,,Markkinataso,Lomaraha (Holiday bonus),"Health insurance, Work laptop, Snacks and beverages in office",500.0,"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",,,718e5389d89e77cd,56400.0,"Developer, Full-Stack",4700.0,4700.0
2026-02-20 10:14:30.555,Palkansaaja,Ei,36-40,mies,Yes,Finnish,15.0,2.0,8.0,11-50,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),,,,,,,,,,,,,PK-seutu,Konsultointi,1.0,0.05,"Architect, Software or Solutions",Senior,No,7300.0,1800.0,0.0,0.0,0.0,,Markkinataso,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)",7200.0,Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip),macOS,,,,,,,,e66d538cd6cbf9f2,87600.0,"Architect, Software or Solutions",7300.0,7300.0
2026-02-20 10:14:46.041,Palkansaaja,Ei,26-30,mies,No,English,10.0,0.0,6.0,501-1000,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),5.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0666666666666667,0.8,AI/ML Engineer,Senior,No,110000.0,0.0,0.0,7500.0,20000.0,,Yli markkinatason,"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",0.0,,macOS,"Python, Bash",,"Airflow, PyTorch, scikit-learn","Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)",PostgreSQL,,Controversial lists of tech in the ML databases. Some of them are not really about the topic like airflow to ML,b7c22a67f755f545,1347500.0,AI/ML Engineer,112291.66666666667,105273.4375
2026-02-20 10:14:46.041,Palkansaaja,Ei,26-30,mies,No,English,10.0,0.0,6.0,501-1000,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),5.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0666666666666667,0.8,AI/ML Engineer,Senior,No,9166.666666666666,0.0,0.0,7500.0,20000.0,,Yli markkinatason,"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",0.0,,macOS,"Python, Bash",,"Airflow, PyTorch, scikit-learn","Kubernetes, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)",PostgreSQL,,Controversial lists of tech in the ML databases. Some of them are not really about the topic like airflow to ML,b7c22a67f755f545,137500.0,AI/ML Engineer,11458.333333333334,10742.1875
2026-02-20 10:17:18.892,Laskuttaja,Ei,36-40,mies,Yes,Both,13.0,1.0,6.0,1,Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto),Information and Communication Technologies (ICT / Computer Science),0.0,10.0,"Full-stack software development, devops, architecture",70.0,100000.0,37.5,9.0,Hourly billing,Varies significantly,"Myself, Agencies",Suomesta,,,,,,,,,0.0,0.0,0.0,0.0,0.0,,,,,,,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",,,05cb07b6fde6b132,,,,
2026-02-20 10:19:32.382,Palkansaaja,Ei,41-45,mies,Yes,Finnish,8.0,3.0,4.0,101-500,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),3.0,,,,,,,,,,,Traficom,PK-seutu,Julkinen/kolmas sektori,0.8,0.15,Data Engineer,Senior,Yes,4100.0,0.0,2500.0,0.0,0.0,,Markkinataso,"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",300.0,"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, Python, Bash","React, Django, FastAPI",SQL,"Linux server, Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins)",PostgreSQL,,,c9ba210177865c14,51700.0,Data Engineer,4308.333333333333,5385.416666666666
2026-02-20 10:21:55.788,Palkansaaja,Ei,31-35,mies,Yes,Finnish,8.0,2.0,4.0,1001-5000,Master’s degree – AMK (YAMK),Information and Communication Technologies (ICT / Computer Science),11.0,,,,,,,,,,,Gofore,PK-seutu,Konsultointi,1.0,0.05,Cloud Infrastructure Engineer,Senior,Not sure,4766.0,0.0,2383.0,0.0,0.0,Stock Share Saving Plan from salary,Alle markkinatason,"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)",800.0,"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)",macOS,"Python, Powershell, HCL (HashiCorp Language)",Django,SQL,"Windows server, Terraform, Microsoft Azure","PostgreSQL, Microsoft SQL",,,f3ca5a39e744f2b6,59575.0,Cloud Infrastructure Engineer,4964.583333333333,4964.583333333333
@@ -432,14 +432,14 @@ Timestamp,Palkansaaja vai laskuttaja,Siirtynyt palkansaaja/laskuttaja,Ikä,Sukup
2026-02-20 11:11:27.174,Palkansaaja,Ei,41-45,nainen,Yes,Both,20.0,1.0,10.0,10000+,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",,0.2,"Developer, Full-Stack",Senior,Yes,6500.0,0.0,0.0,0.0,0.0,,Alle markkinatason,Lomaraha (Holiday bonus),"Health insurance, Work laptop",,"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,,,7a53316ef231c964,78000.0,"Developer, Full-Stack",6500.0,
2026-02-20 11:13:58.477,Palkansaaja,Ei,31-35,mies,Yes,Both,9.0,4.0,4.0,11-50,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),4.0,,,,,,,,,,,,Tampere,Konsultointi,1.0,0.5,"Developer, Full-Stack",Senior,Yes,4800.0,0.0,2880.0,0.0,0.0,,Alle markkinatason,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",,"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,,"Linux server, Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins)",MongoDB,,,f85155b40a640753,60480.0,"Developer, Full-Stack",5040.0,5040.0
2026-02-20 11:16:19.439,Laskuttaja,palkansaaja → laskuttaja,36-40,mies,Yes,English,9.0,1.0,7.0,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),,1.0,Cloud and devops,75.0,,37.5,,Hourly billing,1-3 months,"Myself, Agencies",Suomesta,,,,,,,,,0.0,0.0,0.0,0.0,0.0,,,,,,,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",,,17dcfb45e0e654c3,,,,
2026-02-20 11:17:40.787,Palkansaaja,Ei,36-40,nainen,Yes,Finnish,25.0,5.0,6.0,5001-10000,Upper secondary – vocational (ammatillinen perustutkinto),Information and Communication Technologies (ICT / Computer Science),2.0,,,,,,,,,,,University of Helsinki,PK-seutu,Julkinen/kolmas sektori,0.8666666666666667,0.4,IT specialist,Senior,No,56117.0,0.0,3139.0,0.0,0.0,,Alle markkinatason,Lomaraha (Holiday bonus),Work laptop,0.0,,macOS,"PHP, Bash",,,"Docker, Terraform, Ansible",,,,e2df338adcf80f15,676543.0,IT specialist,56378.583333333336,65052.21153846154
2026-02-20 11:17:40.787,Palkansaaja,Ei,36-40,nainen,Yes,Finnish,25.0,5.0,6.0,5001-10000,Upper secondary – vocational (ammatillinen perustutkinto),Information and Communication Technologies (ICT / Computer Science),2.0,,,,,,,,,,,University of Helsinki,PK-seutu,Julkinen/kolmas sektori,0.8666666666666667,0.4,IT specialist,Senior,No,4676.416666666667,0.0,3139.0,0.0,0.0,,Alle markkinatason,Lomaraha (Holiday bonus),Work laptop,0.0,,macOS,"PHP, Bash",,,"Docker, Terraform, Ansible",,,,e2df338adcf80f15,59256.0,IT specialist,4938.0,5697.692307692308
2026-02-20 11:19:17.823,Laskuttaja,Ei,31-35,mies,Yes,Both,15.0,1.0,10.0,10000+,Upper secondary – vocational (ammatillinen perustutkinto),Information and Communication Technologies (ICT / Computer Science),8.0,3.0,"Full-stack development, mobile, DevOps, architecture",95.0,160000.0,37.5,3.0,Hourly billing,Over 24 months,"Myself, Agencies",Suomesta,,,,,,,,,0.0,0.0,0.0,0.0,0.0,,,,,,,macOS,TypeScript,"React, Next.js, Node.js",SQL,"Docker, Terraform, AWS","PostgreSQL, Redis, DynamoDB",,,67e9d772046becbe,,,,
2026-02-20 11:20:25.522,Palkansaaja,Ei,36-40,mies,Yes,Both,13.0,4.0,4.0,1001-5000,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),2.0,,,,,,,,,,,,,Konsultointi,1.0,0.01,"Developer, Embedded Applications or Devices",Senior,Not sure,4970.0,0.0,0.0,0.0,0.0,,Alle markkinatason,,,300.0,Bicycle benefit,Windows + Linux VM,C++,,,,Sqlite,I hate computers,,a931dc98854c5b4f,59640.0,"Developer, Embedded Applications or Devices",4970.0,4970.0
2026-02-20 11:22:17.786,Palkansaaja,Ei,41-45,mies,Yes,Both,20.0,20.0,1.0,501-1000,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),2.0,,,,,,,,,,,,Tampere,"Yritys, jossa softa tukirooli",1.0,0.5,Engineering Manager,Manager or People Lead,Yes,6400.0,0.0,3840.0,10000.0,0.0,,En osaa sanoa,"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",1000.0,"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",,"SQL, dbt, Snowflake / BigQuery / Redshift","Terraform, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, Oracle, DynamoDB",,,673a31813f756105,90640.0,Engineering Manager,7553.333333333333,7553.333333333333
2026-02-20 11:24:35.382,Palkansaaja,Ei,41-45,mies,Yes,Both,25.0,11.0,11.0,101-500,Bachelor’s degree – university (kandidaatti / alempi korkeakoulututkinto),Information and Communication Technologies (ICT / Computer Science),2.0,,,,,,,,,,,,PK-seutu,Konsultointi,0.8,0.1,"Architect, Software or Solutions",Senior,Yes,6104.98,636.78,3689.79,0.0,5681.0,,Markkinataso,"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",2576.0,"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,,,f10b4f3d2084f51b,82630.54999999999,"Architect, Software or Solutions",6885.879166666666,8607.348958333332
2026-02-20 11:24:43.194,Laskuttaja,Ei,41-45,nainen,Yes,"Finnish, English both",15.0,3.0,5.0,1,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),0.0,3.0,"Test management, Quality management, release management",72.0,109000.0,38.0,7.0,Hourly billing,Open-ended,Agencies,Suomesta,,,,,,,,,0.0,0.0,0.0,0.0,0.0,,,,,,,,,,SQL,,MySQL,,,b6c9d0a3fb633d52,,,,
2026-02-20 11:25:33.238,Palkansaaja,Ei,31-35,mies,Yes,English,12.0,2.0,4.0,101-500,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Business, Administration, and Law",4.0,,,,,,,,,,,Smartly.io,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0,0.6,"Developer, Full-Stack",Senior,Yes,7020.0,0.0,3510.0,13700.0,0.0,,Yli markkinatason,"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",,"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",,,0f4851c04342c446,101450.0,"Developer, Full-Stack",8454.166666666666,8454.166666666666
2026-02-20 11:25:34.337,Palkansaaja,Ei,36-40,mies,Yes,English,15.0,7.0,5.0,101-500,"Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",0.0,,,,,,,,,,,Cloud2,PK-seutu,,1.0,0.8,"Senior Executive (C-suite, VP, etc.)",Manager or People Lead,Yes,8000.0,0.0,1.0,1.0,0.0,,Alle markkinatason,Lomaraha (Holiday bonus),"Health insurance, Work laptop, Free office parking (during work hours)",,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",,,fdfb08998ac86dee,96002.0,"Senior Executive (C-suite, VP, etc.)",8000.166666666667,8000.166666666667
2026-02-20 11:25:34.337,Palkansaaja,Ei,36-40,mies,Yes,English,15.0,7.0,5.0,101-500,"Master’s degree – university (FM, KTM, DI, etc.)","Business, Administration, and Law",0.0,,,,,,,,,,,Cloud2,PK-seutu,,1.0,0.8,"Senior Executive (C-suite, VP, etc.)",Manager or People Lead,Yes,8000.0,0.0,0.0,0.0,0.0,,Alle markkinatason,Lomaraha (Holiday bonus),"Health insurance, Work laptop, Free office parking (during work hours)",,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",,,fdfb08998ac86dee,96000.0,"Senior Executive (C-suite, VP, etc.)",8000.0,8000.0
2026-02-20 11:26:04.195,Laskuttaja,Ei,41-45,mies,Yes,English,19.0,3.0,5.0,11-50,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),12.0,12.0,Full stack,95.0,150000.0,138.0,6.0,Hourly billing,Over 24 months,"Myself, Agencies","Finland, Abroad",,,,,,,,,0.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,,,,20b809d042f4bf5c,,,,
2026-02-20 11:28:42.241,Palkansaaja,Ei,36-40,nainen,Yes,Both,10.0,5.0,2.0,11-50,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),1.0,,,,,,,,,,,,PK-seutu,Konsultointi,1.0,0.0,Project Manager,Manager or People Lead,,5400.0,0.0,0.0,0.0,0.0,,Markkinataso,"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)",,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)",macOS,,,,,,,,6d653eb9cf675210,64800.0,Project Manager,5400.0,5400.0
2026-02-20 11:34:19.741,Palkansaaja,Ei,41-45,nainen,Yes,Both,20.0,3.0,5.0,501-1000,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),0.0,,,,,,,,,,,,Tampere,Konsultointi,1.0,0.5,Test specialist,Senior,No,5366.73,0.0,2974.65,3464.82,0.0,,Markkinataso,"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",1000.0,"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",,SQL,"Docker, CI/CD (GitHub Actions, GitLab CI, Jenkins), AWS","PostgreSQL, MySQL",,"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).",68ead8b366d8ca59,70840.23,Test specialist,5903.3525,5903.3525
@@ -643,7 +643,7 @@ What accounting software do you use?",,a8039cb4e1912e85,,,,
2026-02-27 08:13:21.366,Palkansaaja,Ei,31-35,nainen,Yes,Finnish,4.0,3.0,1.0,51-100,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)","Engineering, Manufacturing, and Construction",14.6,,,,,,,,,,,,Turku,Konsultointi,1.0,0.9,"Developer, AI Apps or Physical AI",Mid-level,Yes,4700.0,0.0,0.0,2477.0,0.0,,Alle markkinatason,"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)",400.0,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,,,eb9e1261a9c57a52,58877.0,"Developer, AI Apps or Physical AI",4906.416666666667,4906.416666666667
2026-02-27 09:51:02.751,Palkansaaja,Ei,36-40,mies,Yes,Finnish,15.0,5.0,4.0,11-50,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),4.0,,,,,,,,,,,Arado,Turku,Konsultointi,1.0,0.5,"Developer, Full-Stack",Senior,Yes,7500.0,3500.0,2400.0,0.0,1000.0,Our compensation model is 50% of what we invoice from customer. We have base salary that is paid if monthly invoicing is below 4000 ,Yli markkinatason,"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",,Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction),macOS,"JavaScript, TypeScript, Python","React, Next.js, Flask",SQL,"Kubernetes, Terraform, AWS","PostgreSQL, MongoDB",,,56e305de931d6619,93400.0,"Developer, Full-Stack",7783.333333333333,7783.333333333333
2026-02-27 10:29:35.217,Palkansaaja,Ei,31-35,mies,Yes,Both,10.0,4.0,3.0,11-50,"Master’s degree – university (FM, KTM, DI, etc.)",Information and Communication Technologies (ICT / Computer Science),3.0,,,,,,,,,,,,PK-seutu,"Yritys, jossa softa tukirooli",1.0,0.6,"Developer, Full-Stack",Senior,Yes,5550.0,0.0,3400.0,0.0,0.0,,Alle markkinatason,"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)",200.0,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,,,fafeeae05d55d8b7,70000.0,"Developer, Full-Stack",5833.333333333333,5833.333333333333
2026-02-27 10:46:45.639,Palkansaaja,Ei,36-40,mies,Yes,English,15.0,2.0,5.0,501-1000,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),3.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0666666666666667,0.86,,Staff / Principal / Lead,Not sure,90000.0,0.0,0.0,90000.0,30000.0,,Yli markkinatason,"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)",,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)",,,,,,,,,85f388bb23703a66,1200000.0,,100000.0,93750.0
2026-02-27 10:46:45.639,Palkansaaja,Ei,36-40,mies,Yes,English,15.0,2.0,5.0,501-1000,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),3.0,,,,,,,,,,,,PK-seutu,"Tuotetalossa, jonka core-bisnes on softa",1.0666666666666667,0.86,,Staff / Principal / Lead,Not sure,7500.0,0.0,0.0,90000.0,30000.0,,Yli markkinatason,"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)",,"Partial Lunch benefit employer pays 25% (lounasvähennys/lunch deduction), Mobile phone with paid plan (Select only if 20 € puhelinetu on payslip)",,,,,,,,,85f388bb23703a66,210000.0,,17500.0,16406.25
2026-02-27 13:30:36.492,Palkansaaja,laskuttaja → palkansaaja,46-50,mies,Yes,Finnish,24.0,0.0,5.0,10000+,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),-50.0,,,,,,,,,,,Tieto,PK-seutu,Julkinen/kolmas sektori,1.0666666666666667,0.01,Cloud Infrastructure Engineer,Senior,Yes,5500.0,0.0,0.0,0.0,0.0,,En osaa sanoa,Lomaraha (Holiday bonus),"Health insurance, Work laptop",,"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,,,4f79ac767abeca2c,66000.0,Cloud Infrastructure Engineer,5500.0,5156.25
2026-02-27 13:32:36.686,Palkansaaja,Ei,46-50,mies,Yes,Both,15.0,5.0,5.0,1001-5000,Upper secondary – vocational (ammatillinen perustutkinto),Information and Communication Technologies (ICT / Computer Science),2.0,,,,,,,,,,,Nortal,Turku,Konsultointi,1.0,0.33,"Developer, Full-Stack",Mid-level,No,4750.0,0.0,2850.0,0.0,0.0,,Alle markkinatason,"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)",300.0,"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",,,4e228be58f2a8310,59850.0,"Developer, Full-Stack",4987.5,4987.5
2026-02-27 13:47:30.842,Palkansaaja,Ei,46-50,mies,Yes,Finnish,6.0,0.0,3.0,1001-5000,"Bachelor’s degree – AMK (insinööri, tradenomi, etc.)",Information and Communication Technologies (ICT / Computer Science),4.25,,,,,,,,,,,Tietoevry,Kuopio,Konsultointi,1.0,0.2,"Developer, Frontend",Mid-level,Yes,0.0,0.0,0.0,0.0,0.0,,,"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",400.0,"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",,,,,,750fc131a85c8def,,"Developer, Frontend",,
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@@ -108,22 +108,22 @@ footer {
<li title="n = 588">kuukausipalkka, keskiarvo = <span title="7331.0" class="eur" data-number="7331.0">7331.0&nbsp;€</span></li>
<li title="n = 588">kuukausipalkka, keskiarvo = <span title="6185.0" class="eur" data-number="6185.0">6185.0&nbsp;€</span></li>
<li title="n = 588">kuukausipalkka, mediaani = <span title="5800.0" class="eur" data-number="5800.0">5800.0&nbsp;€</span></li>
<li title="n = 588">vuositulot, keskiarvo = <span title="102982.0" class="eur" data-number="102982.0">102982.0&nbsp;€</span></li>
<li title="n = 588">vuositulot, mediaani = <span title="73150.0" class="eur" data-number="73150.0">73150.0&nbsp;€</span></li>
<li title="n = 588">vuositulot, keskiarvo = <span title="89232.0" class="eur" data-number="89232.0">89232.0&nbsp;€</span></li>
<li title="n = 588">vuositulot, mediaani = <span title="73090.0" class="eur" data-number="73090.0">73090.0&nbsp;€</span></li>
<li title="n = 583">laskennallinen norm. kuukausipalkka, keskiarvo = <span title="8570.0" class="eur" data-number="8570.0">8570.0&nbsp;€</span></li>
<li title="n = 583">laskennallinen norm. kuukausipalkka, mediaani = <span title="6110.0" class="eur" data-number="6110.0">6110.0&nbsp;€</span></li>
<li title="n = 583">laskennallinen norm. kuukausipalkka, keskiarvo = <span title="7420.0" class="eur" data-number="7420.0">7420.0&nbsp;€</span></li>
<li title="n = 583">laskennallinen norm. kuukausipalkka, mediaani = <span title="6102.0" class="eur" data-number="6102.0">6102.0&nbsp;€</span></li>
@@ -197,7 +197,7 @@ footer {
<footer>
Generoitu 2026-03-12 15:30:57.108903+00:00
Generoitu 2026-03-13 10:22:00.968622+00:00
</footer>
</body>

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