# Työmarkkinatori.fi Scraper (`unfenced-group/tyomarkkinatori-fi-scraper`) Actor
Extract structured job listings from Työmarkkinatori.fi — Finland's official government job board. Filter by keyword, municipality, region, contract type, and date. No API key required. $1.49 per 1,000 results.
- **URL**: https://apify.com/unfenced-group/tyomarkkinatori-fi-scraper.md
- **Developed by:** [Unfenced Group](https://apify.com/unfenced-group) (community)
- **Categories:** Jobs
- **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet
## Pricing
from $1.49 / 1,000 results
This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event
## What's an Apify Actor?
Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".
## How to integrate an Actor?
If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.
In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):
```bash
npm install apify-client
```
In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):
```bash
pip install apify-client
```
In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):
````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash
In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).
If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).
For usage examples, see the [API](#api) section below.
For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).
# README
## Työmarkkinatori.fi Scraper
Scrape structured job listings from [Työmarkkinatori.fi](https://tyomarkkinatori.fi) — Finland. 30,000+ active listings. No API key required.
---
### Why this scraper?
#### 🏛️ Finland's official employment service
Työmarkkinatori.fi is Finland's government employment portal, operated by the Ministry of Economic Affairs and Employment.
#### 📄 Full job descriptions
Enable `fetchDetails` to retrieve complete job descriptions in all three formats.
#### 💰 EUR salary data
Salary data extracted where published.
#### 🔄 Repost detection
Cross-run deduplication with a 90-day TTL. Use `skipReposts: true` for new-only feeds.
#### 🔗 Direct URL scraping
Supply specific Työmarkkinatori search or category URLs via `startUrls`.
#### ⚙️ No API key required
Runs without any third-party credentials.
---
### Input parameters
| Parameter | Type | Description | Default |
|---|---|---|---|
| `query` | string | Job title, keyword, or skill to search for. | — |
| `municipalities` | array | Filter by municipalities. | — |
| `regions` | array | Filter by regions. | — |
| `employmentRelationships` | string | employmentRelationships. | — |
| `continuityOfWork` | string | continuityOfWork. | — |
| `workTimes` | string | workTimes. | — |
| `postingLanguages` | string | postingLanguages. | — |
| `sorting` | string | Sort order for results. | `LATEST` |
| `daysOld` | integer | Only return listings published within the last N days. | `0` |
| `publishedAfterISO` | string | Search or filter by publishedAfterISO. | — |
| `maxResults` | integer | Maximum number of results to return. | `0` |
| `fetchDetails` | boolean | Fetch full job description from each listing detail page. Disable for faster list-only results. | `true` |
| `skipReposts` | boolean | Skip listings already seen in previous runs (90-day deduplication window). | `false` |
| `startUrls` | array | List of specific URLs to scrape. Bypasses the search input. | — |
---
### Output schema
Each result contains the following fields.
**Always present:**
| Field | Type | Description |
|---|---|---|
| `id` | string | Unique job listing ID from the source platform. |
| `url` | string | Direct URL to the job listing. |
| `title` | string | Job title as published. |
| `company` | string | Employer / company name. |
| `location` | string | Full location string as published. |
| `city` | string | City of the work location. |
| `country` | string | Country code (ISO 3166-1 alpha-2). |
| `contractType` | string | Contract type (permanent, contract, temporary, etc.). |
| `workSchedule` | string | Work schedule (full-time, part-time, etc.). |
| `salaryMin` | number | Minimum salary (null if not published by employer). |
| `salaryMax` | number | Maximum salary (null if not published by employer). |
| `salaryCurrency` | string | ISO 4217 currency code (null if no salary published). |
| `salaryPeriod` | string | Salary period: YEAR / MONTH / WEEK / DAY / HOUR. |
| `publishDate` | string | Publication date (YYYY-MM-DD). |
| `publishDateISO` | string | Publication date in ISO 8601 format. |
| `source` | string | Source domain name. |
| `scrapedAt` | string | ISO 8601 timestamp of when this item was scraped. |
| `contentHash` | string | MD5 hash of key fields for change detection (16 chars). |
| `summary` | string | Human-readable one-line summary of the listing. |
| `changeStatus` | string | Change status: NEW / MODIFIED / UNCHANGED. |
| `isRepost` | boolean | True if this listing was seen in a previous run (90-day window). |
| `originalPublishDate` | string | Original publish date if this is a repost (null otherwise). |
| `originalUrl` | string | Original URL if this is a repost (null otherwise). |
**With `fetchDetails: true` (default):**
| Field | Type | Description |
|---|---|---|
| `descriptionHtml` | string | Full job description as raw HTML (null if fetchDetails is false). |
| `descriptionText` | string | Full job description as plain text (null if fetchDetails is false). |
| `descriptionMarkdown` | string | Full job description in Markdown format (null if fetchDetails is false). |
**Example output record:**
```json
{
"id": "123456",
"url": "https://tyomarkkinatori.fi/jobs/senior-developer/123456",
"title": "Insinööri",
"company": "Tampere University",
"location": "Tampere",
"city": "Tampere",
"country": "FI",
"contractType": "Permanent",
"workSchedule": "Full-time",
"salaryMin": 45000,
"salaryMax": 60750,
"salaryCurrency": "EUR",
"salaryPeriod": "YEAR",
"publishDate": "2026-04-15",
"publishDateISO": "2026-04-15",
"source": "tyomarkkinatori.fi",
"scrapedAt": "2026-04-24T09:00:00.000Z",
"contentHash": "a3f1b2c4d5e67890",
"summary": "Insinööri · Tampere University · Tampere",
"changeStatus": "NEW",
"isRepost": false,
"originalPublishDate": null,
"originalUrl": null,
"descriptionHtml": "We are looking for an experienced professional to join our growing team...
",
"descriptionText": "We are looking for an experienced professional to join our growing team...",
"descriptionMarkdown": "We are looking for an experienced professional to join our growing team..."
}
````
***
### Examples
#### 1 — Search for Insinööri roles in Tampere
```json
{
"searchQuery": "insin\u00f6\u00f6ri",
"maxResults": 100
}
```
#### 2 — All listings without filters
```json
{
"searchQuery": "",
"maxResults": 500
}
```
#### 3 — Scrape a specific search page directly via startUrls
```json
{
"startUrls": [
{
"url": "https://tyomarkkinatori.fi/jobs?q=insin\u00f6\u00f6ri"
}
],
"maxResults": 50
}
```
#### 4 — Daily feed — new listings only, past 24 hours, no reposts
```json
{
"searchQuery": "",
"fetchDetails": false,
"daysOld": 1,
"skipReposts": true,
"maxResults": 1000
}
```
***
### 💰 Pricing
**$1.50 per 1,000 results** — you only pay for successfully retrieved listings.
Failed retries and filtered reposts are never charged.
| Results | Cost |
|---|---|
| 100 | ~$0.15 |
| 1,000 | ~$1.50 |
| 10,000 | ~$15.00 |
| 100,000 | ~$150.00 |
> Flat-rate alternatives typically charge $29–$49/month regardless of usage.
Use the **Max results** cap in the input to control your spend exactly.
***
### Performance
| Run size | Approx. time |
|---|---|
| 100 listings | ~2 min |
| 1,000 listings | ~15 min |
| 10,000 listings | ~2.5 hours |
***
### Known limitations
- **Salary:** Not all employers publish salary information — `salaryMin` and `salaryMax` may be `null`.
- **fetchDetails:** Setting `fetchDetails: false` returns list-page fields only; description fields will be `null`.
***
### Technical details
- **Source:** tyomarkkinatori.fi — Finland's job market
- **Memory:** 256 MB
- **Repost storage:** KeyValueStore `tyomarkkinatori-fi-job-dedup`, 90-day TTL
- **Retry:** Automatic retry on network errors, exponential backoff, 3 attempts per request
***
### Additional services
Need a custom actor, additional filters, scheduled runs, or integration support?
Send an email to — we build on request.
***
*Part of the [Unfenced Group](https://apify.com/unfenced-group) European job board scraper portfolio — 50+ job markets covered.*
*Built by [unfenced-group](https://apify.com/unfenced-group) · Issues? Open a ticket or send a message.*
# Actor input Schema
## `query` (type: `string`):
Search or filter by query.
## `municipalities` (type: `array`):
Filter by municipalities.
## `regions` (type: `array`):
Filter by regions.
## `employmentRelationships` (type: `string`):
employmentRelationships.
## `continuityOfWork` (type: `string`):
continuityOfWork.
## `workTimes` (type: `string`):
workTimes.
## `postingLanguages` (type: `string`):
postingLanguages.
## `sorting` (type: `string`):
Sort order for results.
## `daysOld` (type: `integer`):
Only return items published within the last N days.
## `publishedAfterISO` (type: `string`):
Search or filter by publishedAfterISO.
## `maxResults` (type: `integer`):
Maximum number of results (0 = no limit).
## `fetchDetails` (type: `boolean`):
Enable fetchDetails.
## `skipReposts` (type: `boolean`):
Enable skipReposts.
## `startUrls` (type: `array`):
Filter by startUrls.
## Actor input object example
```json
{
"query": "",
"municipalities": [],
"regions": [],
"employmentRelationships": "",
"continuityOfWork": "",
"workTimes": "",
"postingLanguages": "",
"sorting": "LATEST",
"daysOld": 0,
"publishedAfterISO": "",
"maxResults": 0,
"fetchDetails": true,
"skipReposts": false,
"startUrls": []
}
```
# Actor output Schema
# API
You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.
## JavaScript example
```javascript
import { ApifyClient } from 'apify-client';
// Initialize the ApifyClient with your Apify API token
// Replace the '' with your token
const client = new ApifyClient({
token: '',
});
// Prepare Actor input
const input = {};
// Run the Actor and wait for it to finish
const run = await client.actor("unfenced-group/tyomarkkinatori-fi-scraper").call(input);
// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
console.dir(item);
});
// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs
```
## Python example
```python
from apify_client import ApifyClient
# Initialize the ApifyClient with your Apify API token
# Replace '' with your token.
client = ApifyClient("")
# Prepare the Actor input
run_input = {}
# Run the Actor and wait for it to finish
run = client.actor("unfenced-group/tyomarkkinatori-fi-scraper").call(run_input=run_input)
# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item)
# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start
```
## CLI example
```bash
echo '{}' |
apify call unfenced-group/tyomarkkinatori-fi-scraper --silent --output-dataset
```
## MCP server setup
```json
{
"mcpServers": {
"apify": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.apify.com/?tools=unfenced-group/tyomarkkinatori-fi-scraper",
"--header",
"Authorization: Bearer "
]
}
}
}
```
## OpenAPI specification
```json
{
"openapi": "3.0.1",
"info": {
"title": "Työmarkkinatori.fi Scraper",
"description": "Extract structured job listings from Työmarkkinatori.fi — Finland's official government job board. Filter by keyword, municipality, region, contract type, and date. No API key required. $1.49 per 1,000 results.",
"version": "0.0",
"x-build-id": "4bfWiwHufregNrCe2"
},
"servers": [
{
"url": "https://api.apify.com/v2"
}
],
"paths": {
"/acts/unfenced-group~tyomarkkinatori-fi-scraper/run-sync-get-dataset-items": {
"post": {
"operationId": "run-sync-get-dataset-items-unfenced-group-tyomarkkinatori-fi-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
},
"/acts/unfenced-group~tyomarkkinatori-fi-scraper/runs": {
"post": {
"operationId": "runs-sync-unfenced-group-tyomarkkinatori-fi-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor and returns information about the initiated run in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/runsResponseSchema"
}
}
}
}
}
}
},
"/acts/unfenced-group~tyomarkkinatori-fi-scraper/run-sync": {
"post": {
"operationId": "run-sync-unfenced-group-tyomarkkinatori-fi-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
}
},
"components": {
"schemas": {
"inputSchema": {
"type": "object",
"properties": {
"query": {
"title": "Query",
"type": "string",
"description": "Search or filter by query.",
"default": ""
},
"municipalities": {
"title": "Municipalities",
"type": "array",
"description": "Filter by municipalities.",
"items": {
"type": "string"
},
"default": []
},
"regions": {
"title": "Regions",
"type": "array",
"description": "Filter by regions.",
"items": {
"type": "string"
},
"default": []
},
"employmentRelationships": {
"title": "Employment Relationships",
"type": "string",
"description": "employmentRelationships.",
"default": ""
},
"continuityOfWork": {
"title": "Continuity Of Work",
"type": "string",
"description": "continuityOfWork.",
"default": ""
},
"workTimes": {
"title": "Work Times",
"type": "string",
"description": "workTimes.",
"default": ""
},
"postingLanguages": {
"title": "Posting Languages",
"type": "string",
"description": "postingLanguages.",
"default": ""
},
"sorting": {
"title": "Sorting",
"enum": [
"LATEST",
"RELEVANT"
],
"type": "string",
"description": "Sort order for results.",
"default": "LATEST"
},
"daysOld": {
"title": "Days Old",
"minimum": 0,
"type": "integer",
"description": "Only return items published within the last N days.",
"default": 0
},
"publishedAfterISO": {
"title": "Published After I S O",
"type": "string",
"description": "Search or filter by publishedAfterISO.",
"default": ""
},
"maxResults": {
"title": "Max Results",
"minimum": 0,
"type": "integer",
"description": "Maximum number of results (0 = no limit).",
"default": 0
},
"fetchDetails": {
"title": "Fetch Details",
"type": "boolean",
"description": "Enable fetchDetails.",
"default": true
},
"skipReposts": {
"title": "Skip Reposts",
"type": "boolean",
"description": "Enable skipReposts.",
"default": false
},
"startUrls": {
"title": "Start Urls",
"type": "array",
"description": "Filter by startUrls.",
"items": {
"type": "object"
},
"default": []
}
}
},
"runsResponseSchema": {
"type": "object",
"properties": {
"data": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"actId": {
"type": "string"
},
"userId": {
"type": "string"
},
"startedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"finishedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"status": {
"type": "string",
"example": "READY"
},
"meta": {
"type": "object",
"properties": {
"origin": {
"type": "string",
"example": "API"
},
"userAgent": {
"type": "string"
}
}
},
"stats": {
"type": "object",
"properties": {
"inputBodyLen": {
"type": "integer",
"example": 2000
},
"rebootCount": {
"type": "integer",
"example": 0
},
"restartCount": {
"type": "integer",
"example": 0
},
"resurrectCount": {
"type": "integer",
"example": 0
},
"computeUnits": {
"type": "integer",
"example": 0
}
}
},
"options": {
"type": "object",
"properties": {
"build": {
"type": "string",
"example": "latest"
},
"timeoutSecs": {
"type": "integer",
"example": 300
},
"memoryMbytes": {
"type": "integer",
"example": 1024
},
"diskMbytes": {
"type": "integer",
"example": 2048
}
}
},
"buildId": {
"type": "string"
},
"defaultKeyValueStoreId": {
"type": "string"
},
"defaultDatasetId": {
"type": "string"
},
"defaultRequestQueueId": {
"type": "string"
},
"buildNumber": {
"type": "string",
"example": "1.0.0"
},
"containerUrl": {
"type": "string"
},
"usage": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "integer",
"example": 1
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
},
"usageTotalUsd": {
"type": "number",
"example": 0.00005
},
"usageUsd": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "number",
"example": 0.00005
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
}
}
}
}
}
}
}
}
```