Työmarkkinatori.fi Scraper - Finland Employment Service

What does Työmarkkinatori.fi Scraper do?

Työmarkkinatori.fi Scraper extracts job vacancies from Työmarkkinatori.fi, the official job search of Finland's national public employment service (PES). Työmarkkinatori.fi is the current, TE24-reform site — it replaced the old TE-palvelut/TE-toimisto brand and domain in January 2025. This actor collects job titles, employers (with Finnish business ID / Y-tunnus), ESCO occupation classifications, locations, employment type, and — optionally — the full job description text plus the hiring contact's name, email, and phone, directly from the site's own JSON search API. No login or cookies required.

Use it on the Apify platform to get structured Finnish labour-market data via API, schedule recurring scrapes, and integrate with tools like Zapier, Make, Google Sheets, and Slack.

How to scrape Finland job vacancy data

1. Go to the Työmarkkinatori.fi Scraper on the Apify Store.
2. Click Try for free to open the actor in the Apify Console.
3. Enter a Finnish-language job keyword (e.g. "sairaanhoitaja", "ohjelmistokehittäjä", "myyjä") or leave it empty to browse all current active vacancies nationwide.
4. Set the maximum number of results you want.
5. Optionally toggle off "Fetch Full Description" if you only need the search-result summary (faster, fewer requests).
6. Click Start and wait for the run to finish.
7. Download your data as JSON, CSV, Excel, or HTML from the Output tab.

Why use Työmarkkinatori.fi Scraper?

• Recruitment and hiring — Monitor vacancies registered with Finland's public employment service to understand hiring trends by region, occupation, and employment type.
• Labor market analysis — Track which occupations and regions have the most open positions, and which employers are hiring most actively, using the same ESCO occupation taxonomy used across the EU.
• Lead generation — Every vacancy includes the employer's Finnish business ID (Y-tunnus) and, when enabled, a direct hiring-contact email and phone — a clean join key for B2B/recruitment outreach.
• Full job-ad text — Unlike some public employment services that only publish structured metadata, Työmarkkinatori.fi's employer-authored job descriptions are full free-text ads, so you get the same detail a job seeker would read.
• Academic and public-policy research — Gather structured Finnish labour-market data straight from the official employment service registry, including employment type (permanent, temporary, seasonal, summer job) and work-time arrangement.

Input

Field	Type	Required	Description
searchQuery	String	No	Finnish-language job keyword (e.g. "sairaanhoitaja", "ohjelmistokehittäjä", "myyjä"). Full-text matched against the vacancy title and description. Leave empty to browse all current active vacancies nationwide.
maxResults	Integer	No	Maximum number of job vacancies to scrape (default: 100, max: 15000).
fetchFullDescription	Boolean	No	Fetch the full job description text, ESCO occupation label, hiring contact name/email/phone, and exact workplace address per vacancy (default: true, 1 extra request per job). Disable for faster, lighter runs — this only changes how complete each record is, not how many records you get.
proxyConfiguration	Object	No	Proxy settings. Työmarkkinatori.fi's job API has no anti-bot protection and isn't geo-locked, so Apify's automatic/free proxy pool is used by default — no residential proxy needed.

Output

Each result contains structured data about a single job vacancy. You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

Example output

{
    "jobId": "fe243c61-dc9c-413e-8340-bb2a0deefec4",
    "jobTitle": "Sairaanhoitaja, Attendo Vappula, Lohja",
    "company": "Attendo Oy",
    "companyBusinessId": "1755463-2",
    "occupation": "sairaanhoitaja",
    "occupationEn": "nurse responsible for general care",
    "numberOfPositions": 1,
    "employmentType": "Employment relationship",
    "workTime": "Full-time",
    "continuity": "Permanent",
    "city": "Lohja",
    "region": "Uusimaa",
    "country": "Suomi",
    "postalCode": "08700",
    "address": "Ansatie 30",
    "jobDescription": "Sairaanhoitaja ikäihmisten pariin Attendo Vappulaan, Lohjalle...",
    "contactName": "Tuija Hantula-Teuronen",
    "contactEmail": "tuija.hantula-teuronen@attendo.fi",
    "contactPhone": null,
    "applicationUrl": "https://ura.attendo.fi/jobs/8207983-sairaanhoitaja-attendo-vappula-lohja/applications/new?promotion=2141780-tyomarkkinatori",
    "postedDate": "2026-08-12T09:19:03.599Z",
    "expiresDate": "2026-08-30T00:00:00Z",
    "url": "https://tyomarkkinatori.fi/henkiloasiakkaat/avoimet-tyopaikat/fe243c61-dc9c-413e-8340-bb2a0deefec4/fi",
    "scrapedAt": "2026-08-12T09:29:22.407Z"
}

Data fields

Field	Type	Description
jobId	String	Työmarkkinatori.fi internal vacancy identifier (UUID)
jobTitle	String	Job title as registered by the employer
company	String	Employer name
companyBusinessId	String	Finnish business ID (Y-tunnus) of the employer
occupation	String	Official ESCO occupation classification label in Finnish (only with fetchFullDescription)
occupationEn	String	Official ESCO occupation classification label in English (only with fetchFullDescription)
numberOfPositions	Integer	Number of open positions for this vacancy (only with fetchFullDescription)
employmentType	String	Employment relationship type, e.g. "Employment relationship", "Temporary agency work", "Entrepreneurship"
workTime	String	Working time arrangement, e.g. "Full-time", "Part-time"
continuity	String	Duration of the vacancy, e.g. "Permanent", "Temporary", "Seasonal work", "Summer job"
city	String	Municipality where the job is located
region	String	Region (maakunta) where the job is located
country	String	Country where the job is located (almost always Finland; a small number are EURES cross-border listings)
postalCode	String	Postal code of the workplace
address	String	Street address of the workplace, when disclosed (only with fetchFullDescription)
jobDescription	String	Full job description text in Finnish (only with fetchFullDescription)
contactName	String	Hiring contact's name, when disclosed (only with fetchFullDescription)
contactEmail	String	Hiring contact's email, when disclosed (only with fetchFullDescription)
contactPhone	String	Hiring contact's phone, when disclosed (only with fetchFullDescription)
applicationUrl	String	External URL to apply for the vacancy (employer/recruiter's own application system)
postedDate	String	ISO 8601 date the vacancy was published
expiresDate	String	ISO 8601 date the application period ends, when set
url	String	Direct URL to the vacancy detail page on Työmarkkinatori.fi
scrapedAt	String	ISO 8601 timestamp of when the data was collected

Cost estimate

This actor calls Työmarkkinatori.fi's own JSON search API directly rather than rendering pages in a browser, so it runs fast and cheap — roughly 0.2–0.5 compute units per 1,000 results with full description enabled (1 extra request per job), or about half that with fetchFullDescription off. At standard Apify pricing that's well under $0.30 per 1,000 job vacancies. As with any Apify actor, the run's usage cost only settles once the run reports SUCCEEDED — reading a mid-run/in-progress dataset understates the eventual cost.

Tips

• Use specific job keywords to get more relevant results and reduce run time.
• Leave searchQuery empty to pull the newest vacancies across all of Finland — the site currently lists over 10,000 active vacancies.
• Turn off fetchFullDescription if you only need title/company/location/employment type — it roughly halves the number of requests.
• Schedule recurring runs to track new vacancies daily or weekly.
• Combine with other Nordic/Baltic PES scrapers for full regional coverage of public-sector job registries.

Limitations

• Structured salary data is not exposed by this API — when employers disclose a pay range, it's embedded in the free-text job description rather than a separate field.
• Contact email/phone and full description are only populated when fetchFullDescription is enabled, and even then some employers leave contact details blank.
• occupation/occupationEn (ESCO classification) and numberOfPositions also require fetchFullDescription, since the search-result summary doesn't include them.
• Data is scraped from the public Työmarkkinatori.fi website and may change without notice.

Integrations

Connect Työmarkkinatori.fi Scraper with your existing tools and workflows:

• Google Sheets — Export vacancies directly to a spreadsheet for easy filtering and sharing.
• Slack — Get notified when new vacancies matching your criteria appear.
• Zapier / Make — Build workflows that react to new job postings in real time.
• Custom API — Access all results programmatically via the Apify API in JSON format.

FAQ and support

Is it legal to scrape Työmarkkinatori.fi? Scraping publicly available data is generally permitted under EU law. This actor only accesses public job vacancies that require no login, via the same API the public search page uses.

How often is the data updated? The actor scrapes live data from Työmarkkinatori.fi each time it runs. Schedule it daily or weekly to track changes.

What happened to TE-palvelut / TE-toimisto? Työmarkkinatori.fi is the current site. Finland's PES reformed its services (the "TE24" reform) and retired the old te-palvelut.fi domain and TE-toimisto brand in January 2025 — this actor targets the live successor site.

I found a bug or have a feature request. Open an issue in the Issues tab on the actor page. You can also request a custom scraping solution.

Need this data on a schedule, or a custom version?

We run this scraper as a managed service for businesses: scheduled runs, deduplication, delta detection, and delivery to your inbox, Google Sheets, or API — maintenance included. We can also build a custom version with your exact fields and filters, or combine multiple sources into one feed.

See studioamba.dev/services or email hello@studioamba.dev for a free data sample. We maintain 300+ European web scrapers and answer within one business day.