Welcome to the Jungle Jobs Scraper

What does Welcome to the Jungle Jobs Scraper do?

Welcome to the Jungle Jobs Scraper extracts structured job data from welcometothejungle.com — including salary data, company metadata, full descriptions, remote-work indicators, and location data. It supports keyword search, location filters, and controllable result limits, so you can run the same query consistently over time. The actor also offers incremental monitoring that only returns new or changed results on recurring runs and a compact output mode for AI-agent and MCP workflows.

What data can you extract from welcometothejungle.com?

Each result includes Core listing fields (jobId, jobKey, wkReference, slug, title, url, portalUrl, and city, and more), detail fields when enrichment is enabled (description and benefits), and company metadata (companyName, companySlug, companyLogoUrl, and companyEmployeeCount). In standard mode, all fields are always present — unavailable data points are returned as null, never omitted. In compact mode, only core fields are returned.

Input

The main inputs are a search keyword, an optional location filter, and a result limit. Additional filters and options are available in the input schema.

Key parameters:

• query — Job search keywords, e.g. "software engineer".
• language — WTTJ Algolia index language. Determines which market to search. (default: "fr")
• countryCode — Optional ISO 3166-1 alpha-2 country code to filter results, e.g. "FR", "DE", "GB".
• location — Optional city name to filter results, e.g. "Paris".
• maxResults — Maximum total results to return. 0 = unlimited. (default: 50)
• descriptionMaxLength — Truncate job description to N characters. 0 = no truncation. (default: 0)
• compact — Return core fields only (ideal for AI-agent / MCP workflows). (default: false)
• incrementalMode — Only emit new or changed jobs compared to the previous run. (default: false)
• stateKey — Stable identifier for the tracked universe. Required when incrementalMode is true.

Input example

{
  "query": "software engineer",
  "language": "fr",
  "maxResults": 25,
  "descriptionMaxLength": 0,
  "compact": false,
  "incrementalMode": false
}

Output

Each run produces a dataset of structured job records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console.

Example job record

{
  "jobId": "be91916bd95c52de761ecb1a78604592df9e8911c4229004a96352ec92ea831b",
  "jobKey": "c3bcdc05-29cb-4b1e-999f-5b5ec021383d",
  "wkReference": "CODEW_mdooy8V",
  "slug": "software-engineer-java-fullstack-devops_paris",
  "title": "Software engineer Java fullstack/DevOps",
  "url": "https://www.welcometothejungle.com/fr/companies/codeworks/jobs/software-engineer-java-fullstack-devops_paris",
  "portalUrl": "https://www.welcometothejungle.com",
  "companyName": "Codeworks",
  "companySlug": "codeworks",
  "companyLogoUrl": "https://cdn-images.welcometothejungle.com/vH3nxIJ4aIBO-uKP4JZE8xlJah_HnVKYjbJI6EReess/rs:auto:400::/q:85/czM6Ly93dHRqLXByb2R1Y3Rpb24vdXBsb2Fkcy9vcmdhbml6YXRpb24vbG9nby8wMTk3LzE2ODI2MC9jZjdlMDAwZi1kMmR...",
  "companyEmployeeCount": 28,
  "companyCreationYear": 2018,
  "companyDescription": null,
  "city": "Paris",
  "region": "Ile-de-France",
  "country": "France",
  "countryCode": "FR",
  "latitude": 48.88396,
  "longitude": 2.33056,
  "contractType": "full_time",
  "remote": "partial",
  "hasRemote": true,
  "educationLevel": null,
  "experienceLevelMinimumYears": 3,
  "salaryMin": 50000,
  "salaryMax": 80000,
  "salaryCurrency": "EUR",
  "salaryPeriod": "yearly",
  "salaryYearlyMin": 50000,
  "summary": "Rejoins notre équipe en tant que Software Engineer Java Fullstack/DevOps. Tu seras responsable de la production d'applications en accord avec les principes du software craftsmanship et du clean code....",
  "description": "Riche d'au moins 3 ans d'expérience, en tant Software engineer Java fullstack/DevOps confirmé·e ou sénior·e :\n\n* Tu maîtrises les fondamentaux de **Java et JavaScript**\n    \n* Tu sais expliquer l’inté...",
  "keyMissions": [
    "Garantir une maîtrise des pratiques de code, diffuser un état de l’art à jour technologique et méthodologique, et optimiser le time-to-market.",
    "Produire un code utile, fiable et maintenable, respecter les règles de l’art SOLID et les préceptes du Clean Code, et appliquer les pratiques d’architectures modernes.",
    "Participer à la structuration et l'évolution du modèle de l'entreprise, s'impliquer en dehors de la mission en fonction des appétences."
  ],
  "benefits": [
    "Diversity manifesto",
    "Generous PTO",
    "Reduction of working time (RTT)",
    "Cooptation bonus",
    "Team building",
    "Afterworks, Team lunches",
    "Partners with Nonprofits",
    "Professional development plan",
    "Paid industry certifications",
    "Mentor program",
    "Family medical leave",
    "Sick child leave",
    "Family support resources",
    "Pregnancy loss leave",
    "Parenting support",
    "Sports allowance",
    "Reimbursement above 50%"
  ],
  "sectors": [
    {
      "name": "Software",
      "parentName": "Tech"
    },
    {
      "name": "IT / Digital",
      "parentName": "Consulting / Audit"
    }
  ],
  "category": "Tech & Engineering",
  "subcategory": "Software & Web Development",
  "profession": "Software Engineer",
  "language": "fr",
  "postedDate": "2026-03-30T14:23:29Z",
  "scrapedAt": "2026-03-30T21:38:40.669Z",
  "source": "welcometothejungle.com",
  "changeType": null
}

How to scrape welcometothejungle.com

1. Go to Welcome to the Jungle Jobs Scraper in Apify Console.
2. Enter a search keyword and optional location filter.
3. Set maxResults to control how many results you need.
4. Click Start and wait for the run to finish.
5. Export the dataset as JSON, CSV, or Excel.

Use cases

• Extract job data from welcometothejungle.com for market research and competitive analysis.
• Track salary trends across regions and categories over time.
• Monitor new and changed listings on scheduled runs without processing the full dataset every time.
• Research company hiring patterns, employer profiles, and industry distribution.
• Use structured location data for regional analysis, mapping, and geo-targeting.
• Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode.
• Export clean, structured data to dashboards, spreadsheets, or data warehouses.

How much does it cost to scrape welcometothejungle.com?

Welcome to the Jungle Jobs Scraper uses pay-per-event pricing. You pay a small fee when the run starts and then for each result that is actually produced.

• Run start: $0.005 per run
• Per result: $0.001 per job record

Example costs:

• 10 results: $0.01
• 100 results: $0.11
• 500 results: $0.51

Incremental runs only charge for new or changed results, making recurring monitoring cost-efficient.

FAQ

How many results can I get from welcometothejungle.com?

The number of results depends on the search query and available listings on welcometothejungle.com. Use the maxResults parameter to control how many results are returned per run.

Does Welcome to the Jungle Jobs Scraper support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed listings on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset.

Can I integrate Welcome to the Jungle Jobs Scraper with other apps?

Yes. Welcome to the Jungle Jobs Scraper works with Apify's integrations to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes.

Can I use Welcome to the Jungle Jobs Scraper with the Apify API?

Yes. You can start runs, manage inputs, and retrieve results programmatically through the Apify API. Client libraries are available for JavaScript, Python, and other languages.

Can I use Welcome to the Jungle Jobs Scraper through an MCP Server?

Yes. Apify provides an MCP Server that lets AI assistants and agents call this actor directly. Use compact mode and descriptionMaxLength to keep payloads manageable for LLM context windows.

Is it legal to scrape welcometothejungle.com?

This actor extracts publicly available data from welcometothejungle.com. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant.

Your feedback

If you have questions, need a feature, or found a bug, please open an issue on the actor's page in Apify Console. Your feedback helps us improve.

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