JobCrawls
Job alerts, saved jobs and deadline reminders on your phone
Press and data use
Can you quote a JobCrawls number? Usually yes. This page says what you may reuse and how to credit it, where each number comes from, and who to ask.
What you may do
- Aggregate statistics (pay, counts, shares)Free to reuse, including commercially. You may copy, adapt, combine, publish and redistribute them.How to credit: Credit "Source: JobCrawls" with a visible link to the jobcrawls.com page the figures came from. Where a link is impossible (print, broadcast or a spoken answer), name "JobCrawls (jobcrawls.com)".
- Data Desk charts and researchShare, embed and cite them. Show a chart whole and unaltered; resizing is fine. The CSV of a chart's figures is reusable like any aggregate.How to credit: Credit "JobCrawls Data Desk" with a link to the article page.
- Individual job listingsNot for redistribution. Do not copy listings or their text into another service or dataset.How to credit: Link to the listing on jobcrawls.com, or to the employer's own ad, instead.
- Job Market Finland listingsShown under Job Market Finland's own terms, which JobCrawls cannot license to you.How to credit: Credit them as the listing states.
- Open data we republishReusable under its own licence (such as CC BY 4.0 or CC0), not ours.How to credit: Credit the original publisher, as shown under each figure.
- Collective agreement names we translatedFree to reuse. The translations are unofficial; the Finnish name in Finlex is authoritative.How to credit: Credit "Translation: JobCrawls" with a link to the agreement page.
- AI exposure by occupationThe scores are the OECD's and are reusable under the OECD's terms. Our match of a role to an occupation code is reusable like any aggregate.How to credit: Credit the OECD and the OECD publication linked under the figure.
- Community insights about employersNot reusable. They summarise other people's writing, which is not ours to license.How to credit: Cite the original sources linked in each insight instead.
- Other JobCrawls content (company profiles, Employer Score grades, articles)Quote single facts and short passages, as the law allows. Ask us before copying in bulk.How to credit: Credit JobCrawls with a link to the page you quote.
| What | Reuse | How to credit |
|---|---|---|
| Aggregate statistics (pay, counts, shares) | Free to reuse, including commercially. You may copy, adapt, combine, publish and redistribute them. | Credit "Source: JobCrawls" with a visible link to the jobcrawls.com page the figures came from. Where a link is impossible (print, broadcast or a spoken answer), name "JobCrawls (jobcrawls.com)". |
| Data Desk charts and research | Share, embed and cite them. Show a chart whole and unaltered; resizing is fine. The CSV of a chart's figures is reusable like any aggregate. | Credit "JobCrawls Data Desk" with a link to the article page. |
| Individual job listings | Not for redistribution. Do not copy listings or their text into another service or dataset. | Link to the listing on jobcrawls.com, or to the employer's own ad, instead. |
| Job Market Finland listings | Shown under Job Market Finland's own terms, which JobCrawls cannot license to you. | Credit them as the listing states. |
| Open data we republish | Reusable under its own licence (such as CC BY 4.0 or CC0), not ours. | Credit the original publisher, as shown under each figure. |
| Collective agreement names we translated | Free to reuse. The translations are unofficial; the Finnish name in Finlex is authoritative. | Credit "Translation: JobCrawls" with a link to the agreement page. |
| AI exposure by occupation | The scores are the OECD's and are reusable under the OECD's terms. Our match of a role to an occupation code is reusable like any aggregate. | Credit the OECD and the OECD publication linked under the figure. |
| Community insights about employers | Not reusable. They summarise other people's writing, which is not ours to license. | Cite the original sources linked in each insight instead. |
| Other JobCrawls content (company profiles, Employer Score grades, articles) | Quote single facts and short passages, as the law allows. Ask us before copying in bulk. | Credit JobCrawls with a link to the page you quote. |
In every case, do not suggest that JobCrawls endorses you or your use of the data. The same terms are section 7.5 of our Terms of Service, which is the binding English version.
Where each number comes from
Every chart and figure on JobCrawls names its source on the line beneath it. These are all the datasets those lines can name, and how each may be reused.
Our own data
| Dataset | Publisher | Your reuse |
|---|---|---|
| Job listings | Employers and their job boards | Not reusable |
| Data Desk charts and research | JobCrawls | Free, with a credit link |
| Employer Score grades | JobCrawls | Quote with a link |
| Community insights about employers | JobCrawls | Not reusable |
| English and Swedish names of collective agreements | JobCrawls | Free, credit "Translation: JobCrawls" |
| JobCrawls ads open at month end, by occupation | JobCrawls | Free, with a credit link |
| JobCrawls analysis of employers' own job listings | JobCrawls | Free, with a credit link |
| Salary reports from JobCrawls users | JobCrawls users | Free, with a credit link |
| JobCrawls scan of company websites | JobCrawls | Quote with a link |
| JobCrawls research of company ownership (web search, checked against PRH) | JobCrawls | Quote with a link |
| JobCrawls job ads: hiring locations and group mentions | JobCrawls | Quote with a link |
| JobCrawls group inference from PRH websites | JobCrawls | Quote with a link |
Other data on our pages
| Dataset | Publisher | Your reuse |
|---|---|---|
| Job Market Finland listings | Job Market Finland (Työmarkkinatori) | Under the publisher's terms |
| AI exposure by occupation | OECD | Under the publisher's terms |
| Collective agreements (Finnish text) | Finlex (Ministry of Justice) | Under the publisher's terms |
| ESCO skills and occupations | European Commission | Under the publisher's terms |
Open data we republish
44 open datasets from 30 publishers. Reuse them under their own licence, credited to the publisher.
| Publisher | Dataset | Licence |
|---|---|---|
| Finnish Patent and Registration Office (PRH) | ||
| Finnish Tax Administration |
| |
| Statistics Finland |
| |
| KEHA Centre / Ministry of Economic Affairs and Employment, via Statistics Finland | ||
| Global Legal Entity Identifier Foundation (GLEIF) | ||
| European Central Bank | ||
| Eurostat | ||
| Finlex; Kela |
| |
| European Securities and Markets Authority (ESMA) | ||
| Publications Office of the European Union | ||
| Wikidata | ||
| Yle MOT | ||
| Finnish Supervisory Agency | ||
| Finnish Transport and Communications Agency Traficom | ||
| State Treasury (Valtiokonttori) | ||
| Cities of Vantaa, Turku, Oulu, Jyväskylä and Kuopio; Pohjois-Savo and Varsinais-Suomi wellbeing services counties; HUS | ||
| European Commission (CORDIS) | ||
| European Commission | ||
| European Environment Agency | ||
| EUETS.INFO (compiled from the EU Union Registry) | ||
| Finnish Medicines Agency Fimea; Finnish Safety and Chemicals Agency Tukes | ||
| Parliament of Finland | ||
| Finlex (Ministry of Justice) | ||
| Natural Resources Institute Finland (Luke) | ||
| Finnish Meteorological Institute | ||
| Kela (Social Insurance Institution of Finland) | ||
| Fintraffic / Digitraffic | ||
| Fingrid | ||
| Bank of Finland | ||
| Finnish Customs |
Some sources we use are not on this list because their licence does not allow reuse, or because we are still waiting for the publisher to confirm it. They are not covered by these terms. If you cannot find a figure's source here, ask us before reusing it.
Latest figures
The October 2026 edition of the JobCrawls Data Desk. Each chart is updated monthly; download the chart or its figures as a CSV file.
76% of job ads in Finland don't say what the job pays
Only 24% of active job ads in Finland state a salary, and the best-paid fields are the quietest. Monthly data from JobCrawls.
87% of jobs in Finland require Finnish. Here's where English is enough.
87% of jobs in Finland require Finnish. The 1,665 English-only jobs cluster in a few fields. Field by field, from JobCrawls data.
13% of jobs in Finland let you work from home at all
Just 13% of jobs located in Finland are remote or hybrid, and only 3% fully remote. See which fields let you work from home.
Senior jobs pay 96% more than junior ones in Finland
A typical junior job ad in Finland offers €2,119 a month, a senior one €4,156. What each career step is worth, from JobCrawls data.
24% of jobs in Finland are in Helsinki. How the biggest cities compare.
24% of jobs in Finland are in Helsinki. Jobs, median pay, remote work and English-only jobs in 9 cities, from JobCrawls data.
14 of the 15 biggest job posters in Finland are staffing agencies
14 of the 15 companies with the most open job ads in Finland are staffing agencies. Who's actually posting jobs, from JobCrawls data.
3,977+ jobs in Finland you won't find on Työmarkkinatori
At least 3,977 active jobs in Finland don't appear on Työmarkkinatori, the government job portal. How we measured it.
42% of retail jobs in Finland are part-time
In Finland the lowest-paid fields are the likeliest to offer only part-time work. Retail: 42% part-time. Monthly JobCrawls data.
Only 9% of jobs in Finland are open to interns or juniors
1,271 jobs in Finland are open to interns or juniors, fewer than senior roles alone. The job market by seniority, from JobCrawls data.
Which line can you stand in? Jobs in Finland by required language
65% of jobs in Finland need Finnish only, 22% both Finnish and English, 12% English only. Where you can apply depends on your languages.
50% of non-senior jobs in hands-on fields come through a staffing agency
50% of non-senior jobs in Finland's hands-on fields are posted by staffing agencies. How we measured it, and what it means for job seekers.
In 9 of 12 big Finnish cities, a typical job leaves you more than in Greater Helsinki
In 9 of 12 big Finnish cities, a typical job leaves more after tax and rent than in Greater Helsinki. City by city, from JobCrawls data.
Methodology
- Salary methodologyHow pay figures from job ads are collected, normalised to monthly euros and trimmed.
- Employer ScoreHow the letter grade for each employer is built from pay, flexibility, hiring stability and growth.
- Data Desk researchEach article states what was counted, on which day, and the caveats.
- Editorial standardsHow we source, check and correct what we publish.
Press contact
For interviews, custom figures or questions about our data, write to:
press@jobcrawls.com
A person reads every message. We reply to press and research requests within two business days.
Found an error in a published figure? Write to corrections@jobcrawls.com.
For AI assistants
The same terms in machine-readable form: in llms.txt, as a schema.org Dataset licence on our job search, salary, place and research pages, and in the description of the JobCrawls connector. If you cite a figure for someone, link to the page it came from.
- Aggregate statistics (pay, counts, shares): Free to reuse, including commercially. You may copy, adapt, combine, publish and redistribute them. Credit "Source: JobCrawls" with a visible link to the jobcrawls.com page the figures came from. Where a link is impossible (print, broadcast or a spoken answer), name "JobCrawls (jobcrawls.com)".
- Data Desk charts and research: Share, embed and cite them. Show a chart whole and unaltered; resizing is fine. The CSV of a chart's figures is reusable like any aggregate. Credit "JobCrawls Data Desk" with a link to the article page.
- Individual job listings: Not for redistribution. Do not copy listings or their text into another service or dataset. Link to the listing on jobcrawls.com, or to the employer's own ad, instead.
- Job Market Finland listings: Shown under Job Market Finland's own terms, which JobCrawls cannot license to you. Credit them as the listing states.
- Open data we republish: Reusable under its own licence (such as CC BY 4.0 or CC0), not ours. Credit the original publisher, as shown under each figure.
- Collective agreement names we translated: Free to reuse. The translations are unofficial; the Finnish name in Finlex is authoritative. Credit "Translation: JobCrawls" with a link to the agreement page.
- AI exposure by occupation: The scores are the OECD's and are reusable under the OECD's terms. Our match of a role to an occupation code is reusable like any aggregate. Credit the OECD and the OECD publication linked under the figure.
- Community insights about employers: Not reusable. They summarise other people's writing, which is not ours to license. Cite the original sources linked in each insight instead.
- Other JobCrawls content (company profiles, Employer Score grades, articles): Quote single facts and short passages, as the law allows. Ask us before copying in bulk. Credit JobCrawls with a link to the page you quote.
- In every case, do not suggest that JobCrawls endorses you or your use of the data.