Welcome to the Jungle Scraper

Extract structured job listings from Welcome to the Jungle — Europe's leading tech and startup job board with 5M+ monthly visitors and 10,000+ companies across France, the UK, the US, and 50+ countries. No API key, no account, and no browser required.

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Why this scraper?

🌍 5 Regional Sites

Covers the English (global), French, Spanish, Czech, and Slovak WTTJ sites in a single actor. Select your target market with one parameter.

💰 Salary Data

Extracts disclosed salary ranges — minimum, maximum, currency, and period (yearly/monthly) — directly from the search index where companies choose to publish them.

🎯 Rich Filtering

Filter by contract type, remote policy, experience level, minimum salary, company size, and job language. Combine filters freely.

📋 Full Job Descriptions

Enable fetchDetails to retrieve the complete job description, required skills, and recruitment process from each listing's detail page.

🔄 Incremental Feed Mode

Enable skipReposts to receive only net-new listings on each run — ideal for daily scheduled feeds into job boards, ATS systems, or analytics pipelines.

📍 Geographic Search

Provide any city, region, or country name and a radius to restrict results to a specific area.

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Input parameters

Parameter	Type	Description	Default
query	string	Keywords to search — job title, skills, or any search term. Leave empty to browse all listings.	""
websiteCountry	select	WTTJ regional site: en (global), fr, es, cs, sk. Affects category label language.	"en"
location	string	City, region, or country (e.g. "Paris", "Berlin", "United Kingdom"). Leave empty for worldwide.	""
locationRadius	integer	Search radius around the location in kilometres.	50
sortBy	select	relevance or date (newest first).	"relevance"
contractTypes	array	Contract type filter: full_time, part_time, temporary, internship, apprenticeship, freelance, vie, fixed_term, graduate_program, other.	[]
remoteTypes	array	Remote policy filter: no, partial, punctual, fulltime, unknown.	[]
experienceLevel	select	Minimum experience: 0-1, 1-3, 3-5, 5-10, 10+. Leave empty for all levels.	""
salaryMin	integer	Only return jobs with a disclosed minimum salary at or above this value. Set to 0 to disable.	0
companySize	select	Company size filter: 0-15, 15-50, 50-250, 250-2000, 2000+.	""
language	string	Job language ISO code (e.g. "en", "fr", "de"). Leave empty for all.	""
daysOld	integer	Only return jobs published within this many days. Set to 0 to disable.	0
maxResults	integer	Maximum number of results. Set to 0 for unlimited.	100
fetchDetails	boolean	Fetch full description, skills, and recruitment process from each detail page. Disable for faster runs.	true
skipReposts	boolean	Skip jobs already returned in a previous run (90-day fingerprint cache). Use for daily feeds.	false
startUrls	array	Specific WTTJ job page URLs to scrape directly. When set, search filters are ignored.	[]

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Output schema

Always present

Field	Type	Description
id	string	WTTJ job reference (e.g. FRAMA_o4N2pxO). Unique per listing.
url	string	Canonical URL of the job listing on welcometothejungle.com.
title	string	Job title as published by the employer.
companyName	string	Name of the hiring company.
companyUrl	string | null	WTTJ company profile URL.
contractType	string | null	Contract type: full_time, part_time, internship, apprenticeship, freelance, temporary, vie, fixed_term, graduate_program, other.
remote	string | null	Remote policy: no, partial, punctual, fulltime, unknown.
experienceLevel	string | null	Minimum experience level reference (e.g. 3-5). Null if not specified by employer.
salaryMin	number | null	Minimum annual salary (null if employer did not disclose).
salaryMax	number | null	Maximum annual salary (null if employer did not disclose).
salaryCurrency	string | null	ISO currency code, e.g. EUR, GBP, USD (null if salary not disclosed).
salaryPeriod	string | null	Salary period: yearly or monthly (null if not disclosed).
locationCity	string | null	Primary office city.
locationCountry	string | null	Country name or ISO code of the primary office.
locationLat	number | null	Latitude of the primary office (null if unavailable).
locationLng	number | null	Longitude of the primary office (null if unavailable).
language	string | null	Language of the job posting (ISO 639-1, e.g. en, fr).
sectors	string[]	Industry sector tags associated with the listing.
occupations	string[]	Job category / occupation tags.
tags	string[]	Additional classification tags from WTTJ editorial sections.
publishDate	string | null	Publication date in YYYY-MM-DD format.
publishDateISO	string | null	Publication date in ISO 8601 format.
summary	string | null	First 200 characters of the job description preview (from search index).
source	string	Always "welcometothejungle.com".
scrapedAt	string	ISO timestamp of when the item was scraped.
contentHash	string	16-character MD5 hash of the listing's key fields — useful for change detection.
isRepost	boolean	true if this listing was already returned in a previous run (requires skipReposts enabled).
originalPublishDate	string | null	Publication date from the first time this listing was seen (for reposts).
originalUrl	string | null	Original URL from the first time this listing was seen (for reposts).

With fetchDetails: true

Field	Type	Description
descriptionHtml	string | null	Full job description as raw HTML from the detail page.
descriptionText	string | null	Full job description as plain text (HTML tags stripped).
descriptionMarkdown	string | null	Full job description converted to Markdown.
applyUrl	string | null	External application URL where candidates submit their application (null for in-platform applications).
skills	string[] | null	Required skills extracted from the listing's structured data.
recruitmentProcess	string | null	Plain text description of the hiring process (null if not published by employer).

Example output record

{
  "id": "ELIS_MPRq2wg",
  "url": "https://www.welcometothejungle.com/en/companies/elis-france/jobs/responsable-du-service-logistique-h-f_saint-louis_ELIS_MPRq2wg",
  "title": "Responsable du service logistique H/F",
  "companyName": "Elis France",
  "companyUrl": "https://www.welcometothejungle.com/en/companies/elis-france",
  "contractType": "full_time",
  "remote": "no",
  "experienceLevel": "3-5",
  "salaryMin": 45000,
  "salaryMax": 52000,
  "salaryCurrency": "EUR",
  "salaryPeriod": "yearly",
  "locationCity": "Saint-Louis",
  "locationCountry": "FR",
  "locationLat": 47.5896,
  "locationLng": 7.5569,
  "language": "fr",
  "sectors": ["Logistics", "Supply chain"],
  "occupations": ["Operations", "Supply chain management"],
  "tags": [],
  "publishDate": "2026-04-20",
  "publishDateISO": "2026-04-20T08:14:00.000Z",
  "summary": "Dans le cadre de notre développement, nous recherchons un(e) Responsable du service logistique...",
  "descriptionHtml": "<p>Dans le cadre de notre développement...</p>",
  "descriptionText": "Dans le cadre de notre développement, nous recherchons...",
  "descriptionMarkdown": "Dans le cadre de notre développement, nous recherchons...",
  "applyUrl": null,
  "skills": ["Supply chain management", "SAP", "Team leadership"],
  "recruitmentProcess": "Phone screen → Technical interview → Final interview with HR",
  "source": "welcometothejungle.com",
  "scrapedAt": "2026-04-24T10:22:11.000Z",
  "contentHash": "a3f2c1d4e5b69871",
  "isRepost": false,
  "originalPublishDate": null,
  "originalUrl": null
}

---

Examples

Search for software engineer roles in Paris:

{
  "query": "software engineer",
  "websiteCountry": "fr",
  "location": "Paris",
  "locationRadius": 30,
  "maxResults": 200
}

Filter for remote full-time roles with salary disclosure, sorted by date:

{
  "query": "product manager",
  "websiteCountry": "en",
  "contractTypes": ["full_time"],
  "remoteTypes": ["fulltime", "partial"],
  "salaryMin": 60000,
  "sortBy": "date",
  "maxResults": 100
}

Scrape specific job URLs directly:

{
  "startUrls": [
    { "url": "https://www.welcometothejungle.com/en/companies/elis-france/jobs/responsable-du-service-logistique-h-f_saint-louis_ELIS_MPRq2wg" },
    { "url": "https://www.welcometothejungle.com/fr/companies/axa/jobs/data-scientist-f-h_paris_AXA_Ab3De7X" }
  ],
  "fetchDetails": true
}

Daily feed — only new listings from the past 24 hours:

{
  "websiteCountry": "en",
  "daysOld": 1,
  "skipReposts": true,
  "sortBy": "date",
  "maxResults": 0
}

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💰 Pricing

$0.99 per 1,000 results — you only pay for successfully retrieved listings. Failed retries and filtered reposts are never charged.

Results	Cost
100	~$0.15
1,000	~$0.99
10,000	~$9.90
100,000	~$99.00

Flat-rate alternatives typically charge $29–$49/month regardless of usage.

Use the Max results cap in the input to control your spend exactly.

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Performance

Run size	fetchDetails	Approx. time
100 results	Enabled	~2–3 min
1,000 results	Enabled	~15–20 min
1,000 results	Disabled	~2–3 min
10,000 results	Disabled	~15–20 min

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Known limitations

• Keyword search filters the local index only. The query parameter improves relevance but does not guarantee exact matches — use startUrls for specific listings.
• Salary disclosure is employer-controlled. Many companies do not publish salary ranges; salaryMin and salaryMax will be null for those listings.
• Location and contract type require fetchDetails: true. These fields are enriched from the detail page and may be null with fetchDetails: false.
• Description requires fetchDetails: true. All three description format fields are null without detail fetching.
• No contact person data is collected, in line with GDPR best practices.
• Remote policy (remote field) has lower fill rate as WTTJ encodes this in custom structured data not always present in JSON-LD.

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Technical details

• Source: welcometothejungle.com — Europe's leading tech and startup job board
• Memory: 512 MB
• Coverage: English (global), French, Spanish, Czech, Slovak regional sites
• Repost storage: KeyValueStore welcometothejungle-scraper-job-dedup, 90-day TTL
• Retry: Automatic retry on network errors, exponential backoff, 3 attempts per request

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Additional services

Need a custom actor, additional filters, scheduled runs, or integration support? Send an email to info@unfencedgroup.nl — we build on request.

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Part of the Unfenced Group European job board scraper portfolio — 50+ job markets covered. Built by unfenced-group · Issues? Open a ticket or send a message.