# Duunitori Jobs Scraper — Finland Job Listings API (`spotless_studios/duunitori-jobs-scraper`) Actor

Scrape job listings from Duunitori.fi, Finland's largest job board. Keyword and city search, recruiter emails & phones, salary mentions, remote/hybrid detection, daily new-job alerts.

- **URL**: https://apify.com/spotless_studios/duunitori-jobs-scraper.md
- **Developed by:** [Spotless Studios](https://apify.com/spotless_studios) (community)
- **Categories:** Jobs, Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 1,000 job scrapeds

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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Duunitori Jobs Scraper — Finland Job Listings API

Scrape job listings from **Duunitori.fi**, Finland's largest job board (18,000+ open jobs). Search by keyword and city, then get every ad enriched with **recruiter emails and phone numbers, salary mentions, remote/hybrid detection, employment type, and posting language**. Schedule with **`onlyNewItems`** for a daily new-jobs feed — you pay only for postings you haven't seen.

> **Trial cost:** 25 jobs ≈ **$0.05** · Schedule with `onlyNewItems` for a daily new-postings feed.

### What you get

| Field | Example |
|-------|---------|
| `title`, `company`, `location` | Sales Advisor / Myyjä · Zio · Helsinki |
| `postedAt`, `url` | 2026-09-24T12:30:00Z · duunitori.fi/tyopaikat/tyo/… |
| `contactEmails`, `contactPhones` | hakemukset@zio.fi · +358 40 558 1152 |
| `salaryMentioned`, `salaryText` | true · 3200 €/kk |
| `workMode` | remote, hybrid, onsite, unknown |
| `employmentTypes` | full-time, permanent, fixed-term, summer, internship, gig… |
| `language` | fi / en |
| `description`, `descriptionLength` | Full ad text |
| `latitude`, `longitude` | When Duunitori provides them |
| `searchTerm`, `searchLocation` | The query that found the job |

### Why this scraper

- ⚡ **Fast and reliable** — reads Duunitori's JSON feed at 100 jobs per request, no browser, no blocking.
- 📇 **Lead-ready enrichment** — emails, phones, and salary lines pulled from the ad text for you.
- 🎛️ **Power filters** — companies to include/exclude (skip staffing agencies), work mode, employment types, language, "has contact info", "has salary", keywords with `/regex/`.
- 🔔 **Monitoring mode** — schedule it and receive only new jobs; `postedWithinDays` stops paging early to keep runs tiny.
- 🧮 **Multi-query** — every search term × every location, deduplicated.

### Quick start

**New Python and data jobs in Helsinki and Espoo this week**

```json
{ "searchTerms": ["python", "data engineer"], "locations": ["Helsinki", "Espoo"], "postedWithinDays": 7 }
```

**Sales prospecting: companies hiring salespeople, with a direct recruiter contact**

```json
{
  "searchTerms": ["myyjä", "sales"],
  "requireContactInfo": true,
  "excludeCompanies": ["Staffpoint", "Barona", "Adecco", "Eilakaisla"],
  "outputFields": ["company", "title", "location", "contactEmails", "contactPhones", "url"]
}
```

**Daily remote-jobs alert in English**

```json
{ "workMode": "remoteOrHybrid", "language": "en", "onlyNewItems": true, "stateKey": "remote-en" }
```

### Input reference

| Parameter | Default | What it does |
|-----------|---------|--------------|
| `searchTerms` | `["python"]` | Keywords; each runs separately. Empty = all jobs |
| `locations` | — | Cities/regions; combined with each term |
| `postedWithinDays` | — | Only recent jobs (stops paging early) |
| `companies` / `excludeCompanies` | — | Company name contains |
| `workMode` | any | remote, hybrid, remoteOrHybrid, onsite |
| `employmentTypes` | — | full-time, part-time, permanent, fixed-term, summer, internship, gig |
| `language` | any | fi, en |
| `requireContactInfo` / `requireSalaryInfo` | false | Keep only ads with contacts / salary |
| `includeKeywords` / `excludeKeywords` / `keywordMatch` | — | Words or `/regex/`, any/all |
| `onlyNewItems` + `stateKey` | false | Monitoring memory per saved search |
| `maxResults` | 100 | Cap on saved jobs |
| `includeDescription` / `descriptionMaxLength` | true / 0 | Description output |
| `outputFields` | all | Keep only these fields |
| `maxPagesPerQuery`, `maxConcurrency`, `maxRequestRetries`, `requestTimeoutSecs` | 200 / 4 / 4 / 45 | Performance |
| `proxyConfiguration` | off | Optional proxy |

### Pricing

| Event | Price |
|-------|-------|
| Job saved (`job-scraped`) | **$0.002** ($2 per 1,000 jobs) |

1,000 enriched jobs ≈ **$2**. A daily alert returning 30 new jobs ≈ **$0.06/day**.

### Export formats & integrations

#### Export formats

Export your dataset with zero code in whichever format fits your workflow:

- **Excel (.xlsx) & CSV:** Clean tabular sheets formatted for Microsoft Excel, Google Sheets, LibreOffice, and CRM imports.
- **JSON & JSONL:** Structured records for developers, backend pipelines, and AI agent prompt context.
- **XML & HTML:** Formatted for web dashboards, feed syndication, and reporting.

#### No-code automations & integrations

- **Google Sheets & Airtable:** Automatically push new scraped rows into live tracking spreadsheets.
- **Make, Zapier & n8n:** Trigger instant Slack alerts, email digests, or create deals in HubSpot, Salesforce, and Pipedrive.
- **Webhooks & REST API:** Programmatically trigger runs and retrieve results via Apify's REST API, Python SDK, or JavaScript/TypeScript SDK.

### FAQ

**How do I export this data to Excel or CSV?** After the run finishes, click the **Export** button in the Dataset tab to download the complete file in Excel (.xlsx), CSV, JSON, or XML. You can also automate exports directly to Google Sheets via the Integrations tab.
**Does it need a login or proxy?** No.

**How accurate is the enrichment?** Emails and phones are exact matches from the ad text. Work mode, employment type, and language are keyword-based and flagged `unknown` when the ad doesn't say.

## **Other Nordic boards?** Tell us on the actor page — Jobnet (DK) and Arbetsförmedlingen (SE) are next on the list.

### More from Spotless Studios

**[All actors on Apify](https://apify.com/spotless_studios)** · Support: spotless.studios.info@gmail.com

| Actor | Best for |
|-------|----------|
| [SLED Government Bids](https://apify.com/spotless_studios/sled-procurement-scraper) | Daily US gov RFP / bid alerts |
| [Webflow Experts](https://apify.com/spotless_studios/webflow-experts-scraper) | Webflow agency & freelancer leads |
| [Stripe Partners](https://apify.com/spotless_studios/stripe-partners-scraper) | Stripe implementation partner lists |
| [UK Planning Applications](https://apify.com/spotless_studios/uk-planning-applications-scraper) | UK planning leads + agent contacts |
| [Product Hunt](https://apify.com/spotless_studios/product-hunt-scraper) | Every PH launch + makers / websites |
| [Duunitori Jobs](https://apify.com/spotless_studios/duunitori-jobs-scraper) | Finland job listings |
| [Clutch Agencies](https://apify.com/spotless_studios/clutch-agencies-scraper) | Clutch agency prospecting |
| [Skool Communities](https://apify.com/spotless_studios/skool-communities-scraper) | Skool community & creator leads |

# Actor input Schema

## `searchTerms` (type: `array`):

Job titles, skills, or companies (Finnish or English), e.g. python, myyjä, sairaanhoitaja. Each term runs as its own search. Empty = all jobs.

## `locations` (type: `array`):

Cities or regions, e.g. Helsinki, Espoo, Tampere, Uusimaa. Combined with every search term. Empty = all of Finland.

## `postedWithinDays` (type: `integer`):

Only jobs posted recently. Stops paging early, so runs stay fast and cheap.

## `companies` (type: `array`):

Keep jobs whose company name contains any of these.

## `excludeCompanies` (type: `array`):

Drop jobs from these companies or staffing agencies.

## `workMode` (type: `string`):

Detected from the job text (etätyö, hybridi, remote, on-site…).

## `employmentTypes` (type: `array`):

Keep jobs mentioning any of these types.

## `language` (type: `string`):

Filter by the language the ad is written in.

## `requireContactInfo` (type: `boolean`):

Keep only ads that include a recruiter email or phone number in the text.

## `requireSalaryInfo` (type: `boolean`):

Keep only ads with a salary figure in the text.

## `jobUrls` (type: `array`):

Fetch specific Duunitori job postings directly by URL (https://duunitori.fi/tyopaikat/tyo/...) or slug.

## `includeKeywords` (type: `array`):

Keep jobs whose title, company, location, or description contains these words. Use /regex/ for patterns.

## `excludeKeywords` (type: `array`):

Drop jobs containing any of these words or /regex/, e.g. senior, /harjoittel/.

## `keywordMatch` (type: `string`):

Require any or all include keywords.

## `onlyNewItems` (type: `boolean`):

Remember jobs from previous runs and save only new ones. Schedule it for a daily job alert.

## `stateKey` (type: `string`):

Separate memory per saved search, e.g. 'helsinki-python'.

## `maxResults` (type: `integer`):

Stop after saving this many jobs.

## `includeDescription` (type: `boolean`):

Contact, salary, and work-mode detection always use the full text, even when this is off.

## `descriptionMaxLength` (type: `integer`):

Truncate descriptions to this many characters. 0 keeps full text.

## `outputPreset` (type: `string`):

Quickly choose how much data to save per record: full record, lean summary, or contact & social links only.

## `outputFields` (type: `array`):

Save only these fields, in this order (e.g. title, company, location, url, contactEmails). Supports nested dot-paths (e.g. makers.username). Empty keeps all fields from the selected preset.

## `excludeFields` (type: `array`):

Remove specific fields (or nested dot-paths) from each saved record to keep datasets compact.

## `includeEmptyFields` (type: `boolean`):

When turned off, strips null, empty strings, empty arrays, and empty objects from every saved record.

## `requiredFields` (type: `array`):

Only save (and only pay for) records where every listed field or dot-path has a non-empty value (e.g. website, inquiryEmail).

## `maxPagesPerQuery` (type: `integer`):

Each page holds 100 jobs.

## `maxConcurrency` (type: `integer`):

Search queries run in parallel.

## `maxRequestRetries` (type: `integer`):

Retries with exponential backoff on timeouts, 429, and 5xx responses.

## `requestTimeoutSecs` (type: `integer`):

Abort a request that takes longer than this.

## `proxyConfiguration` (type: `object`):

Not needed for normal use. Enable for very large or frequent runs.

## `proxyEscalation` (type: `boolean`):

If the site blocks the run, automatically step up from a direct connection to Apify datacenter proxy, then residential proxy, only for the blocked site. Turn off to use exactly the proxy above.

## Actor input object example

```json
{
  "searchTerms": [
    "python",
    "data engineer"
  ],
  "locations": [
    "Helsinki"
  ],
  "workMode": "any",
  "language": "any",
  "requireContactInfo": false,
  "requireSalaryInfo": false,
  "keywordMatch": "any",
  "onlyNewItems": false,
  "stateKey": "default",
  "maxResults": 25,
  "includeDescription": true,
  "descriptionMaxLength": 0,
  "outputPreset": "full",
  "includeEmptyFields": true,
  "maxPagesPerQuery": 200,
  "maxConcurrency": 4,
  "maxRequestRetries": 4,
  "requestTimeoutSecs": 45,
  "proxyConfiguration": {
    "useApifyProxy": false
  },
  "proxyEscalation": true
}
```

# Actor output Schema

## `jobs` (type: `string`):

Scraped Duunitori job listings

# 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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "searchTerms": [
        "python",
        "data engineer"
    ],
    "locations": [
        "Helsinki"
    ],
    "maxResults": 25,
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("spotless_studios/duunitori-jobs-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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "searchTerms": [
        "python",
        "data engineer",
    ],
    "locations": ["Helsinki"],
    "maxResults": 25,
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("spotless_studios/duunitori-jobs-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "searchTerms": [
    "python",
    "data engineer"
  ],
  "locations": [
    "Helsinki"
  ],
  "maxResults": 25,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call spotless_studios/duunitori-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,spotless_studios/duunitori-jobs-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/nAJgwlMJut5ZoFP6Z/builds/uegOlcJZWVs6UfkdU/openapi.json