Welcome to the Jungle Jobs Scraper

Scrape Welcome to the Jungle, one of Europe's largest tech and startup job boards, and turn its live job ads into clean, structured data. This Welcome to the Jungle scraper collects the job title, hiring company, city and country with coordinates, contract type, remote policy, published salary range, sectors, benefits, key missions and requirements — plus company size and founding year on every single row. Export to JSON, CSV, Excel or XML, or pull it straight from the API. Fast, reliable, and you pay only per job you actually get.

What does the Welcome to the Jungle Scraper do?

The Welcome to the Jungle Scraper is a job-board crawler that extracts public job ads into a flat, analysis-ready table. Search by keyword the way you would on the site (développeur, data analyst, product manager), or leave the keyword empty and sweep the whole current board. Both the French and English editions are supported.

What makes this dataset unusual is how much of it is already structured. Most job boards bury pay inside free text; here the salary minimum, maximum, currency and period are separate numeric fields, so you can sort and average them straight away. Every office carries latitude and longitude, so results drop onto a map with no geocoding step. And each employer arrives with its headcount, founding year, sectors and logo attached.

What data can you scrape from Welcome to the Jungle?

Use cases

• Salary benchmarking — thousands of ads with structured pay ranges, ready to average by role, city or seniority.
• Recruitment market research — track hiring demand by sector, contract type, remote policy and company size over time.
• Build a job board or aggregator — keep a European tech jobs feed fresh with a scheduled run and one row per ad.
• Startup and scale-up intelligence — see which companies are hiring, how big they are, how old they are and what they pay.
• Talent sourcing — filter to remote-friendly roles in a city or a salary band and push matches into Slack or email.
• Map and geo analysis — every office ships with coordinates, so hiring maps need no geocoding.
• Lead generation for recruiters — find employers actively opening roles, with company profile and logo attached.
• Academic and economic research — build a longitudinal dataset of the European tech labour market from public postings.

How to scrape Welcome to the Jungle job data

1. Add the Welcome to the Jungle Scraper to your Apify account and open the input form.
2. Type one or more search keywords — a role (développeur, data analyst) or a skill. Leave it empty to collect the whole current board.
3. Pick the language edition, and optionally narrow by contract type, city, country, company, sector, minimum salary, remote-friendly or published within N days.
4. Set Max items if you want a smaller sample.
5. Click Start, then download the dataset as JSON, CSV, Excel or XML — or fetch it from the Apify API.

Input

Example input

{
  "searchQueries": ["développeur", "data analyst"],
  "language": "fr",
  "contractTypes": ["full_time"],
  "city": "Paris",
  "minSalary": 45000,
  "remoteOnly": true,
  "publishedWithinDays": 30,
  "maxItems": 500
}

Input reference

Output

Every job is one flat record:

{
  "id": "1783492",
  "url": "https://www.welcometothejungle.com/fr/companies/sii/jobs/developpeur-python-angular-h-f_bordeaux",
  "title": "Développeur Python / Angular (H/F)",
  "companyName": "Groupe SII",
  "companyUrl": "https://www.welcometothejungle.com/fr/companies/sii",
  "companySummary": "Conseil en technologies pour la transformation numérique des grands-comptes.",
  "companySize": 16000,
  "companyFoundedYear": 1979,
  "companyLabels": ["great-place-to-work"],
  "contractType": "full_time",
  "remote": "partial",
  "profession": "Développeur de logiciels",
  "professionCategory": "Technologie et ingénierie",
  "salaryMinimum": 36000,
  "salaryMaximum": 47000,
  "salaryYearlyMinimum": 36000,
  "salaryCurrency": "EUR",
  "salaryPeriod": "yearly",
  "offices": [
    { "city": "Bordeaux", "state": "Nouvelle-Aquitaine", "district": "Gironde", "country": "France", "countryCode": "FR", "latitude": 44.8367, "longitude": -0.58105 }
  ],
  "cities": ["Bordeaux"],
  "countries": ["France"],
  "locationsText": "Bordeaux",
  "sectors": ["Logiciels", "Intelligence artificielle / Machine Learning", "IT / Digital"],
  "benefits": ["Horaires de travail flexibles", "Entre 1-2 jours de télétravail"],
  "keyMissions": ["Développer de nouveaux composants et améliorer les modules existants."],
  "publishedAt": "2026-09-06T22:04:39.000Z",
  "scrapedAt": "2026-09-07T01:28:56.358Z"
}

Output schema

Need job data from other markets?

• France Travail Scraper — the French public employment service
• eJobs.ro Scraper — Romania's largest job board
• StepStone Scraper — jobs across Germany, Austria and the Benelux
• Arbeitnow Scraper — German and English-speaking roles in Europe
• Reed Scraper — one of the UK's biggest job boards
• Indeed Scraper — worldwide job search

FAQ

How many jobs can I scrape from Welcome to the Jungle? The board carries tens of thousands of live ads. Each keyword returns up to 1,000 results, so use several keywords — or add a city, contract type or sector filter — to sweep past that and cover the whole board. Use maxItems to cap a run.

Do I need an account, a login or any setup? No. Add the actor, type a keyword, press Start. There is nothing to install and no credentials to supply.

How does billing work? Pay per result. You are charged for each job row stored in your dataset, so a run that returns nothing costs you effectively nothing. There are no monthly platform fees to use the actor.

Does it really include salaries? Yes, wherever the employer published one — and as separate numeric fields (salaryMinimum, salaryMaximum, salaryYearlyMinimum) with the currency and period alongside, not buried in free text. Roughly three quarters of ads in a typical run carry a range. Set minSalary to keep only ads above a threshold.

Can I filter to remote jobs only? Yes. Tick Remote-friendly only and the run keeps just the fully-remote and regular-home-working ads, and you can combine it with a keyword, city or contract type.

Can I get French and English listings? Both. Pick the language edition in the input. French carries the most ads; English covers the international listings.

Which export formats are supported? JSON, CSV, Excel, XML and HTML table from the Apify console, plus the dataset API for programmatic access.

How fresh is the data? Every run reads the board live, and each row carries publishedAt and scrapedAt timestamps. Schedule the actor hourly or daily to keep a dataset current, and use publishedWithinDays to keep only recent ads.

Can I integrate this with my own tools? The Welcome to the Jungle Scraper can be connected with almost any cloud service or web app thanks to integrations on the Apify platform. It works with Make, Zapier, Slack, Airbyte, GitHub, Google Drive and many more, plus the Apify API, JS/Python clients and MCP. Or use webhooks to trigger an action whenever a run finishes.

Is scraping Welcome to the Jungle legal? This scraper collects only public job listings — the same information any visitor can read on the site. It never touches candidate profiles, CVs or any personal data behind a login. You are responsible for using the data in line with applicable law and the site's terms.

Notes

Original clean-room implementation. Returns only public data; you are responsible for compliance with Welcome to the Jungle's terms. Not affiliated with Welcome to the Jungle.

You pay only for what the run returns. Set a maximum cost per run and it stops cleanly at that limit.