💼 Welcome to the Jungle Jobs & Tech Salaries Scraper

Fast, reliable extraction of tech jobs, disclosed salary ranges, remote work policies, contract types (CDI, Freelance, Internships), and company profiles from Welcome to the Jungle across France & Europe.

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⚡ What Does This Actor Do?

Welcome to the Jungle (WTTJ) is the leading employer branding and recruitment platform for startups, scale-ups, and technology companies across France and Europe (featuring thousands of top employers like Doctolib, Alan, Qonto, Payfit, BlaBlaCar, Swile, Mistral AI, etc.).

This Actor provides direct, high-speed access to WTTJ job postings:

• Search by Keywords or Specific Companies: Extract postings for specific roles (e.g. Data Engineer, Python, Product Manager, DevOps) or pull open roles directly from target company slugs (e.g. doctolib, alan, qonto).
• Transparent Salary Data: Extract disclosed minimum and maximum compensation ranges, currencies, and pay periods (yearly/monthly) for salary benchmarking.
• Remote Work Policies: Accurately categorize remote flexibility (100% Remote, Hybrid, or On-site only).
• Contract Types: Filter and normalize contract types (CDI / Full-time, CDD, Internship / Stage, Alternance, Freelance).
• Company Profiles & Headcount: Company name, slug, employee headcount, founding year, logo, and careers page URL.
• Aggregated Market Analytics: Includes an aggregate jobsSummary record with median salaries, remote policy breakdown, and top hiring employers.

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💡 Top Use Cases

1. Recruitment & Executive Search Agencies: Automatically aggregate new startup and scale-up openings into your ATS or CRM (Hubspot, Notion, Airtable).
2. Compensation & Tech Salary Benchmarking: Analyze market compensation rates across software engineering, data science, and product roles.
3. Lead Generation for B2B Services: Identify fast-growing scale-ups that are actively hiring developers and sales executives.
4. Automated Discord / Slack Job Alerts: Connect via Make, Zapier, or n8n to notify your tech community of new 100% remote positions.

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📥 Input Parameters

Parameter	Type	Default	Description
searchQueries	Array of Strings	["Data Engineer", "Python"]	Job titles or technical skills to search.
companies	Array of Strings	[]	Specific company slugs (e.g. ["doctolib", "alan", "qonto"]).
locations	Array of Strings	[]	Filter by office cities (e.g. ["Paris", "Lyon", "Nantes", "Bordeaux"]).
contractTypes	Array of Strings	["full_time"]	Filter: full_time (CDI), internship (Stage), apprenticeship (Alternance), freelance.
remoteFilters	Array of Strings	[]	Filter: full (100% remote), partial (hybride), no (sur site).
onlyWithSalary	Boolean	false	Only extract job postings with disclosed salary figures.
country	String	"FR"	Region index: "FR" (France), "GB" (UK / International), "ES" (Spain), "CZ" (Czech).
maxJobsPerQuery	Integer	30	Maximum jobs to collect per query or company (1 to 200).
includeSummary	Boolean	true	Include an aggregate jobsSummary record.

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📤 Output Format

1. Normalized Job Posting Record (job)

{
  "recordType": "job",
  "id": "893741",
  "title": "Senior Data Engineer",
  "companyName": "Sancare",
  "companySlug": "sancare",
  "companyEmployees": 65,
  "companyCreationYear": 2016,
  "contractType": "full_time",
  "contractTypeLabel": "CDI (Temps plein)",
  "remote": "partial",
  "remoteLabel": "Télétravail partiel (Hybride)",
  "hasSalary": true,
  "salaryMinimum": 61000.0,
  "salaryMaximum": 71000.0,
  "salaryYearlyMinimum": 61000.0,
  "salaryCurrency": "EUR",
  "salaryPeriod": "yearly",
  "salarySummary": "61 000 € - 71 000 € / an",
  "city": "Paris",
  "country": "France",
  "sectors": ["Health", "SaaS / Cloud Services", "Big Data"],
  "publishedAt": "2026-11-02T10:15:00Z",
  "jobUrl": "https://www.welcometothejungle.com/fr/companies/sancare/jobs/senior-data-engineer_paris",
  "companyUrl": "https://www.welcometothejungle.com/fr/companies/sancare"
}

2. Aggregated Salary & Market Summary (jobsSummary)

{
  "recordType": "jobsSummary",
  "totalJobsScraped": 45,
  "jobsWithSalaryCount": 22,
  "jobsWithSalaryShare": 0.489,
  "medianSalaryYearly": 55000.0,
  "averageSalaryYearly": 57400.0,
  "topHiringCompanies": [
    { "name": "Sancare", "count": 4 },
    { "name": "Doctolib", "count": 3 }
  ],
  "remoteDistribution": [
    { "type": "Télétravail partiel (Hybride)", "count": 32 },
    { "type": "Télétravail total (100% remote)", "count": 10 },
    { "type": "Sur site uniquement", "count": 3 }
  ],
  "contractDistribution": [
    { "type": "CDI (Temps plein)", "count": 45 }
  ],
  "scrapedAt": "2026-11-02T19:15:00Z"
}

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💰 Pay-Per-Event Pricing

• $0.0030 per extracted job posting.
• Free Overview Summary: The aggregated salary and market distribution record is included free of charge.
• Instant Execution: Runs in 1-3 seconds with minimal compute overhead.