Jobbland Jobs Search Scraper: Extract Swedish Job Listings at Scale

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What Is Jobbland.se?

Jobbland.se is Sweden's leading job aggregator and search platform, hosting thousands of active job listings across industries, regions, and experience levels. It features positions in Stockholm, Gothenburg, Malmö, and throughout Sweden. For recruiters, researchers, and job market analysts, manually extracting listing data from search results is tedious and error-prone — the Jobbland Jobs Search Scraper automates this task, turning search result pages into clean, structured datasets.

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Overview

The Jobbland Jobs Search Scraper extracts job listings directly from Jobbland search results pages, capturing comprehensive data on titles, companies, salaries, locations, and application details. It is ideal for:

• Swedish recruiters building talent pipelines and competitive intelligence
• HR professionals benchmarking salaries and hiring trends by region
• Job market researchers analyzing Swedish employment patterns
• Developers integrating Swedish job data into job boards or aggregators
• Career coaches tracking opportunities in specific industries

Key advantages include flexible URL input for targeted searches, robust error handling via ignore_url_failures, and configurable item limits to control scraping volume. The scraper preserves Swedish location data (municipality names, postal codes) and supports multi-location job entries.

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Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://jobbland.se/lediga-jobb/stockholm/kategori/administration?page=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 20
}

Field	Description	Example
urls	Direct links to Jobbland search results pages; supports filters by region, category, and page number	https://jobbland.se/lediga-jobb/stockholm/kategori/administration?page=1
ignore_url_failures	If true, scraper continues if some URLs fail instead of stopping the entire run	true
max_items_per_url	Maximum number of job listings extracted per URL	20

Tip: Use Jobbland's filter options in the URL (region, category, salary range) to pre-narrow your data collection and reduce API load.

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Output Format

Sample output

{
  "address": "Stockholm",
  "municipality_name": "Stockholm",
  "postal_code": null,
  "category": {
    "id": 452,
    "name": "Administration",
    "link": "/lediga-jobb/kategori/administration",
    "slug": "administration",
    "job_entry_count": null
  },
  "company_name": "Bravura Sverige AB",
  "company": {
    "id": 406046,
    "link": "https://jobbland.se/lediga-jobb/foretag/bravura-sverige",
    "slug": "bravura-sverige",
    "logo_url": "https://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=300",
    "name": "Bravura Sverige AB",
    "search_url": "https://jobbland.se/lediga-jobb/foretag/bravura-sverige",
    "vat_id": "SE5567520803",
    "logo_url_imgix": {
      "src": "https://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=59",
      "srcset": "https://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=59 59w,\nhttps://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=72 72w,\nhttps://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=118 118w,\nhttps://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=177 177w",
      "sizes": [
        59,
        72,
        118,
        177
      ]
    }
  },
  "ends_at": null,
  "heading": "Project Manager inom PMO till Saint-Gobain Distribution Sweden",
  "id": 20139684,
  "slug": "project-manager-inom-pmo-till-saint-gobain-distribution-sweden-sbsra-20139684",
  "link": "https://jobbland.se/jobb/project-manager-inom-pmo-till-saint-gobain-distribution-sweden-sbsra-20139684",
  "location": {
    "id": 15799,
    "name": "Stockholm",
    "latitude": null,
    "longitude": null,
    "search_url": "https://jobbland.se/lediga-jobb/stockholm",
    "parent_name": "Stockholms län",
    "slug": "stockholm"
  },
  "additional_locations": [],
  "logo_url": "https://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=300",
  "posted_at": "2026-03-03T23:00:01+00:00",
  "publish_level": {
    "name": "Jobbland Publikation & Prioritet",
    "type": "integration",
    "recommend_in_search": true
  },
  "product": {
    "name": "Jobbland Publikation & Prioritet",
    "type": "integration",
    "recommend_in_search": true
  },
  "apply_method": "other",
  "salary": null,
  "salary_estimate": {
    "percentile_10": "44700.00",
    "percentile_25": "52000.00",
    "percentile_75": "81400.00",
    "percentile_90": "103400.00",
    "median": "66700.00",
    "average": "71600.00",
    "low": "52000.00",
    "high": "81400.00",
    "year": 2024,
    "jobtitle": {
      "name": "Projektchef",
      "slug": "projektchef",
      "link": "/lon/projektchef"
    },
    "period": "month"
  },
  "job_location_type": "on-site",
  "lede": null,
  "seniority": null,
  "required_spoken_languages": null,
  "logo_url_imgix": {
    "src": "https://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=59",
    "srcset": "https://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=59 59w,\nhttps://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=72 72w,\nhttps://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=118 118w,\nhttps://duunitori.imgix.net/media/images/logos/Bravura_logotyp_svart.png?auto=format&w=177 177w",
    "sizes": [
      59,
      72,
      118,
      177
    ]
  },
  "from_url": "https://jobbland.se/lediga-jobb/stockholm/kategori/administration?page=2"
}

Each scraped job listing returns a detailed record with 24 fields:

Identification & Metadata

Field	Meaning
ID	Unique Jobbland identifier for the job posting
Heading	Official job title as displayed on the platform
Slug	URL-friendly version of the job title
Link	Direct URL to the full job listing
Lede	Brief introductory text or job summary snippet

Company Information

Field	Meaning
Company Name	Hiring company's display name
Company	Full company entity details and metadata
Logo URL	Direct link to company logo image
Logo URL Imgix	Optimized logo URL via Imgix CDN for fast loading

Location Details

Field	Meaning
Location	Primary job location (city or region)
Address	Full street address of the job site or office
Municipality Name	Swedish municipality (kommun) where the job is located
Postal Code	Swedish postal code (postnummer)
Additional Locations	Secondary or multiple work locations if applicable
Job Location Type	Work arrangement (e.g., on-site, remote, hybrid)

Job Details

Field	Meaning
Heading	Job title (same as above, repeated in some contexts)
Category	Job category or industry (e.g., Administration, IT, Sales)
Seniority	Experience level required (e.g., Entry-level, Mid-level, Senior)
Required Spoken Languages	Languages required for the role (typically Swedish and English)

Compensation & Dates

Field	Meaning
Salary	Salary range or amount (if disclosed)
Salary Estimate	Jobbland's estimated salary based on role and market data
Posted At	Date and time the listing was published
Ends At	Application deadline or listing expiry date

Application & Classification

Field	Meaning
Apply Method	How to apply (direct on Jobbland, external URL, email)
Product	Jobbland product type (e.g., Premium listing, Standard)
Publish Level	Visibility level of the listing (public, restricted, featured)

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How to Use

1. Build your search URL — Navigate to Jobbland.se, apply filters for region, category, salary range, and experience level, then copy the results page URL.
2. Add to configuration — Paste the URL into the urls array. You can add multiple page URLs for comprehensive coverage.
3. Set item limits — Configure max_items_per_url based on your needs (e.g., 20 for quick pilot, 100+ for deep scrapes).
4. Enable error tolerance — Set ignore_url_failures: true for production runs to prevent interruption if individual pages fail.
5. Run the scraper — Start the actor and monitor progress in the logs.
6. Export results — Download output as JSON, CSV, or Excel for analysis or database import.

Common use cases:

• Search by region: stockholm/kategori/administration
• Filter by category: lediga-jobb/kategori/it
• Paginate results: add ?page=1, ?page=2, etc.

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Use Cases & Business Value

• Salary benchmarking: Compare compensation across regions (Stockholm vs. provincial areas) and industries
• Talent acquisition: Build candidate pipelines by scraping multiple category searches simultaneously
• Market research: Track hiring trends in Swedish sectors (healthcare, tech, administration)
• Competitive intelligence: Monitor competitor job postings and requirements
• Job board integration: Feed Jobbland data into your own job search platform

The Jobbland Jobs Search Scraper reduces manual data entry from hours to minutes, delivering Swedish job market insights that drive smarter hiring decisions.

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Conclusion

The Jobbland Jobs Search Scraper unlocks Swedish job data at scale, combining powerful search filtering with structured output across 24+ fields. Whether you're recruiting, researching, or building tools, this scraper transforms Jobbland search pages into actionable intelligence. Start scraping today and stay ahead of Swedish job market trends.