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Arbetsformedlingen Jobs Search Scraper

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Arbetsformedlingen Jobs Search Scraper

Arbetsformedlingen Jobs Search Scraper

Automate job data extraction from Arbetsformedlingen.se (Sweden's Public Employment Service). This scraper captures job titles, occupations, workplace details, application deadlines, and more — essential for recruiters, researchers, and labor market analysts.

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Alex

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Arbetsformedlingen Scraper: Extract Swedish Job Listings Instantly


What Is Arbetsformedlingen?

Arbetsformedlingen (Swedish Public Employment Service) is Sweden's official labor market platform, connecting job seekers with thousands of active vacancies. Platsbanken, its integrated job search engine, lists positions across all industries — from tech to healthcare. For recruiters, analysts, and market researchers, manually extracting this data is inefficient. The Arbetsformedlingen Jobs Scraper automates the process, delivering clean, structured job records in seconds.


Overview

The Arbetsformedlingen Jobs Scraper searches Platsbanken by keyword and extracts job listing summaries from search results. It is ideal for:

  • Swedish recruiters tracking local job market trends
  • HR consultants building talent pipelines and market intelligence
  • Researchers analyzing Swedish labor demand patterns
  • Job aggregators syndicating Swedish employment data
  • Career services monitoring opportunities by industry or region

The scraper handles multiple search queries simultaneously, continues on failed URLs via ignore_url_failures, and delivers up to 20 results per search by default.


Input Format

The scraper accepts a JSON configuration with three main parameters:

{
"urls": [
"https://arbetsformedlingen.se/platsbanken/annonser?q=design"
],
"ignore_url_failures": true,
"max_items_per_url": 20
}

Input Parameter Details

ParameterTypeDescriptionExample
urlsarrayList of Platsbanken search result URLs with keyword filters["https://arbetsformedlingen.se/platsbanken/annonser?q=design"]
ignore_url_failuresbooleanIf true, the scraper skips failed URLs and continues; if false, it stops on the first errortrue
max_items_per_urlintegerMaximum number of job listings to extract per search URL20

Usage Tips:

  • Use the q= parameter to filter by keyword (e.g., q=design, q=systemutvecklare, q=sjuksköterska)
  • Add additional filters to the URL if needed (e.g., location, industry)
  • Set max_items_per_url between 1–100 depending on your data volume needs
  • Enable ignore_url_failures for robust, production-grade runs

Output Format

Sample output

{
"id": "31252691",
"last_application_date": "2026-08-31T21:59:59Z",
"occupation": "Utvecklingsingenjör, tillverkningsindustri",
"positions": 1,
"published": true,
"published_date": "2026-07-06T13:36:41Z",
"source_links": [],
"title": "Design Engineer",
"unspecified_workplace": false,
"workplace": "Landskrona",
"workplace_name": "Haldex AB",
"from_url": "https://arbetsformedlingen.se/platsbanken/annonser?q=design"
}

Each job listing captured includes 11 key fields that provide comprehensive job metadata:

Job Identification

FieldMeaning
IDUnique Arbetsformedlingen identifier for the job listing
TitleJob title as displayed in Platsbanken (e.g., "UX Designer", "Receptionist")
OccupationStandardized occupational category assigned by Arbetsformedlingen

Job Activity & Availability

FieldMeaning
PublishedBoolean indicating whether the listing is currently active/published
Published DateDate the job was first published on Platsbanken
Last Application DateFinal deadline for submitting applications; critical for time-sensitive roles
PositionsNumber of open positions available for this role

Workplace & Location

FieldMeaning
WorkplaceName and details of the employing organization
Workplace NameClean employer name (useful for aggregation and deduplication)
Unspecified WorkplaceBoolean flag indicating if workplace location is hidden or unspecified

Additional Data

FieldMeaning
Source LinksDirect URL(s) to the original job posting or application portal

How to Use

  1. Build search URLs — Navigate to Platsbanken and perform a keyword search. Copy the result page URL (e.g., https://arbetsformedlingen.se/platsbanken/annonser?q=systemutvecklare).
  2. Add URLs to input — Paste one or more search URLs into the urls array.
  3. Configure limits — Set max_items_per_url to the number of listings you need (default: 20). For large-scale scrapes, increase this value.
  4. Enable resilience — Set ignore_url_failures: true to avoid interruption if any URL fails.
  5. Run and export — Launch the scraper and download results as JSON, CSV, or Excel.

Troubleshooting:

  • If no results appear, verify the URL is a Platsbanken search results page, not a detail page.
  • Check that your keyword query returns listings (test in browser first).
  • Increase max_items_per_url if you need more than 20 results per search.

Use Cases & Business Value

  • Market intelligence: Track hiring demand in Sweden by job title, industry, and region
  • Recruitment pipeline: Identify promising candidates and emerging skill gaps
  • Labor analytics: Study wage trends, application deadlines, and sector growth
  • Job aggregation: Feed Swedish listings into multi-country job boards
  • Educational research: Analyze employer demand and curriculum alignment

By automating data extraction from Platsbanken, you eliminate manual copying, ensure data consistency, and unlock insights that inform hiring strategy and market analysis.


Conclusion

The Arbetsformedlingen Jobs Scraper is a powerful tool for anyone working with Swedish labor market data. Whether you're a recruiter tracking market trends or a researcher analyzing employment patterns, this scraper delivers clean, structured records from Sweden's largest public job platform. Start with a simple keyword search, scale up with bulk URLs, and turn Platsbanken listings into actionable intelligence.