Työmarkkinatori.fi Scraper

Extract job listings from tyomarkkinatori.fi at scale, in a clean, consistent structure ready for analysis, job boards, recruiting tools and market research. No API key required.

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Why this scraper?

🎯 Built for Finland

A dedicated Finnish scraper, not a global tool with a country dropdown. Search, locations and currency (EUR) are tuned for tyomarkkinatori.fi.

📄 Complete job data

Full job title and description, direct listing URL and publish date for every record.

💶 Salary data

Salary information parsed from the listing where the employer publishes it, in EUR. Missing salaries are returned as null, never guessed.

📍 Precise location

City, region and country plus latitude/longitude for mapping and radius analysis.

🔁 Repost & change detection

Every record carries isRepost and changeStatus, so daily feeds return genuinely new jobs instead of reposted duplicates.

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Input parameters

Parameter	Type	Default	Description
query	string	"developer"	Free-text search query (e.g. developer, lääkäri).
municipalities	array	(empty)	Filter by municipality codes.
regions	array	(empty)	Filter by region codes.
employmentRelationships	array	(empty)	Filter by employment relationship codes (e.g. ["01"] for Employment relationship).
continuityOfWork	array	(empty)	Filter by continuity of work codes (e.g. ["01"] for Permanent).
workTimes	array	(empty)	Filter by work time codes (e.g. ["01"] for Full-time).
postingLanguages	array	(empty)	Filter by posting language codes (e.g. ["fi", "en"]).
sorting	string	"LATEST"	Sort order: LATEST or RELEVANT. Defaults to LATEST.
daysOld	integer	0	Only return items published within the last N days (0 = no filter).
publishedAfterISO	string	(empty)	ISO 8601 date string; only return listings published after this date.
fetchDetails	boolean	false	ON: fetches full job description, salary, company info, and all details. OFF: returns basic listing info only (faster, lower cost).
skipReposts	boolean	false	Skip listings already collected in previous runs (90-day memory).
startUrls	array	(empty)	Specific job detail page URLs to scrape directly.
maxItems	integer	100	Maximum number of results (0 = no limit).

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Output schema

Every field below is present on every record. Fields the source does not publish for a given job are returned as null rather than omitted.

Field	Type	Description
id	string	Unique listing ID from the source.
jobUrl	string	Direct link to the listing.
title	string	Job title
titleMultilingual.fi	string	Fi.
employer	string	Employer.
employerType	string	Employer type.
publishDateISO	string	Publish date iso.
applicationDeadline	string	Application deadline.
applicationUrl.fi	string	Fi.
location.municipalities	array	Municipalities.
location.regions	array	Regions.
location.streetAddress	string	Street address.
location.postalCode	string	Postal code of the position.
location.postOffice	string	Post office.
location.foreignCountry	boolean	Foreign country.
employmentRelationship	string	Employment relationship.
employmentRelationshipLabel	string	Employment relationship label.
continuityOfWork	array	Continuity of work.
continuityOfWorkLabels	string	Continuity of work labels.
workTime	string	Work time.
workTimeLabel	string	Work time label.
tags	array	Tags or keywords attached to the listing.
source	string	Source platform
salaryMin	string	Minimum salary (null if not published by the employer).
salaryMax	string	Maximum salary (null if not published by the employer).
salaryCurrency	string	Currency code of the salary.
salaryPeriod	string	Pay period the salary refers to (e.g. year, month, hour).
description	string	Full job description in plain text.
descriptionMarkdown	string	Full description converted to Markdown.
descriptionText	string	Full job description in plain text.
occupations	array	Occupations.
workLanguages	array	Work languages.
openPositions	number	Open positions.
salaryRaw	string	Salary raw.
contentHash	string	Stable hash of the listing content, used for repost and change detection.
scrapedAt	string	ISO 8601 scrape timestamp
changeStatus	string	NEW, CHANGED or UNCHANGED compared to the previous time this job was seen.
latitude	number	Latitude of the workplace.
longitude	number	Longitude of the workplace.

Example record

{
  "id": "6877f950-1e2a-4bdf-ab2c-a4876c1b49f9",
  "jobUrl": "https://tyomarkkinatori.fi/henkiloasiakkaat/avoimet-tyopaikat/6877f950-1e2a-4bdf-ab2c-a4876c1b49f9",
  "title": "Mekaniikkasuunnittelija",
  "titleMultilingual": {
    "fi": "Mekaniikkasuunnittelija"
  },
  "employer": "Creo Center Oy",
  "employerType": "Organization",
  "publishDateISO": "2026-07-02T14:53:28.33425Z",
  "applicationDeadline": "2026-08-02T20:59:00Z",
  "applicationUrl": {
    "fi": "https://careers.creocenter.fi/jobs/7984949-mekaniikkasuunnittelija"
  },
  "location": {
    "municipalities": [
      {
        "code": "398",
        "nameFi": "Lahti",
        "nameEn": "Lahti"
      }
    ],
    "regions": [],
    "streetAddress": null,
    "postalCode": null,
    "postOffice": null,
    "foreignCountry": false
  },
  "employmentRelationship": "01",
  "employmentRelationshipLabel": "Employment relationship",
  "continuityOfWork": [
    "01"
  ],
  "continuityOfWorkLabels": "Permanent",
  "workTime": "01",
  "workTimeLabel": "Full-time",
  "tags": [],
  "source": "TMT",
  "salaryMin": null,
  "salaryMax": null,
  "salaryCurrency": "EUR",
  "salaryPeriod": null,
  "description": "Creo Center on monialainen tuotekehityskumppani organisaatioille, jotka haluavat onnistua uusilla innovaatioilla tai edistämällä nykyisten tuotteiden kehitystä. Laajan palveluportfoliomme avulla pysty …",
  "descriptionMarkdown": "Creo Center on monialainen tuotekehityskumppani organisaatioille, jotka haluavat onnistua uusilla innovaatioilla tai edistämällä nykyisten tuotteiden kehitystä. Laajan palveluportfoliomme avulla pysty …",
  "descriptionText": "Creo Center on monialainen tuotekehityskumppani organisaatioille, jotka haluavat onnistua uusilla innovaatioilla tai edistämällä nykyisten tuotteiden kehitystä. Laajan palveluportfoliomme avulla pysty …",
  "occupations": [
    {
      "uri": "http://data.europa.eu/esco/occupation/42381741-f3a7-4b26-b35c-da6fad9f1cfd",
      "labelFi": "tuotekehityksen asiantuntija",
      "labelEn": "product development engineering technician"
    },
    {
      "uri": "http://data.europa.eu/esco/occupation/579254cf-6d69-4889-9000-9c79dc568644",
      "labelFi": "koneinsinööri",
      "labelEn": "mechanical engineer"
    }
  ],
  "workLanguages": [
    "fi"
  ],
  "openPositions": 1,
  "salaryRaw": null,
  "contentHash": "467b166b407b27bc",
  "scrapedAt": "2026-07-02T15:21:14.172Z",
  "changeStatus": "NEW",
  "latitude": 60.982628,
  "longitude": 25.6613418
}

---

Examples

Search for lähihoitaja roles in Helsinki:

{
  "query": "lähihoitaja",
  "maxItems": 100
}

Only jobs from the last 3 days:

{
  "query": "lähihoitaja",
  "maxItems": 100,
  "daysOld": 3
}

Scrape a specific search URL:

{
  "startUrls": [
    {
      "url": "https://www.tyomarkkinatori.fi/"
    }
  ],
  "maxItems": 200
}

Daily feed (run on a schedule):

{
  "query": "lähihoitaja",
  "daysOld": 1,
  "skipReposts": true,
  "maxItems": 500
}

Schedule this input to run once a day in the Apify Scheduler — each run returns only jobs posted in the last 24 hours.

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💰 Pricing

$1.49 per 1,000 results — you only pay for successfully retrieved listings. Failed retries are never charged.

Results	Cost
100	~$0.15
1,000	~$1.49
10,000	~$14.9
100,000	~$149

Flat-rate alternatives typically charge $29–$49/month regardless of usage.

Subscription tiers lower the rate further, down to $0.89 per 1,000 at the highest tier. Use the Max results cap in the input to control your spend exactly.

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Performance

Run size	Typical time
100 results	under 1 minute
1,000 results	2–4 minutes
10,000 results	20–35 minutes

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Known limitations

• Salary is only returned when the employer publishes it — many listings carry null salary fields.
• Company details vary per listing; the scraper returns what the source publishes and never invents data.
• Very large result sets are bounded by the source's own paging limits.
• Listings can be removed by the source at any time, so a small share of URLs may expire shortly after scraping.

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Technical details

• Source: tyomarkkinatori.fi — Finland job listings
• Coverage: everything the public search exposes, filterable via the input parameters above
• Retry: automatic retry on network errors with exponential backoff

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Need a custom scraper?

Unfenced Group builds Apify actors for any website — for free.

If the site you need isn't in our portfolio yet, just ask. We scope, build, and publish it at no cost to you. You only pay for results — we absorb the compute and proxy costs ourselves. Same pay-per-result pricing, same quality, same standards as every actor in this portfolio.

Get in touch: www.unfencedgroup.nl