Welcome to the Jungle Scraper 🔥 — Jobs by Search Filters or Company Page

Scrape Welcome to the Jungle (WTTJ) by keyword search or company page. Set filters in the Apify input (keywords, location, country, remote, contract type, language, profession, sector, salary, and more) or paste an optional start URL. Output includes job title, contract type, remote policy, benefits, salary fields, ATS apply links, company headcount, skills, tools, and profession taxonomy. Up to 50,000 jobs per run.

⚡ No login. No browser. No proxy.

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⚡ Features

• 🔗 Structured input — WTTJ filters in the Apify form; no URL required. Optional Start URL override.
• 🏢 Two modes — Keyword job search or all jobs at a company careers page. Same 90+ field output.
• 🌍 Markets — France, Germany, UK, and others via country/location filters.
• 💶 Salary — salary_minimum, salary_maximum, salary_yearly_minimum, currency, period (EU pay transparency bands when posted).
• 📋 Job fields — Title, contract, remote, benefits, summary, profile, key missions, description_text.
• 🔗 Full job details — Optional toggle for apply URL, skills, tools, recruitment process (+$0.50 / 1K).
• 🏛️ Company — Name, slug, description, headcount, founding year, equality index, logos, B Corp / Ecovadis labels, sectors.
• 📍 Location — City, region, country, offices, coordinates.
• 💼 Taxonomy — Profession category, specialty, role pivot.
• 🌴 Contract types — Permanent, internship, V.I.E, apprenticeship, temporary, freelance via Job type.
• 📤 Export — JSON, CSV, Excel, or API.

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Use cases

Use case	Details
📊 Recruiting & HR	Open roles, benefits, remote policy, hiring by company or market
💶 Compensation	Salary ranges and EU pay-transparency bands
🎯 Lead gen	Headcount, sectors, offices
🗺️ Market research	Roles across France, Germany, UK, Europe
🧩 Data / BI / CRM	Structured JSON per job
🔗 ATS tracking	Apply links and full text with Fetch full job details

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🛠️ How to use this actor

1. Register for a free Apify account — no credit card required.
2. Open the actor, fill in Input, start a run.
3. On the free plan you get 5 jobs per run to check the output.

No URL required. Use the input form (keywords, location, country, remote, contract, language, profession, salary, etc.).

Three ways to run:

1. Store example — pick a row below (filters pre-filled).
2. Structured input — Search mode: keyword search or company page; then set filters.
3. Start URL — paste a WTTJ URL; overrides structured filters.

Company mode: set What to scrape to company page and Company to the slug (e.g. gitguardian from https://www.welcometothejungle.com/en/companies/gitguardian).

📎 Examples

Example	Filters
Remote jobs in Paris for English speakers	english, Paris, remote full-time, EN
Remote jobs in London with no experience required	junior no experience, London, remote
Stripe and fintech payments jobs	keywords + tech/finance sectors
Work from home jobs in the UK	work from home, GB, remote
Software developer jobs in Berlin for English speakers	Berlin, EN, software sub-category
Remote customer service jobs in the UK	GB, remote, customer service
GitGuardian — all open jobs on Welcome to the Jungle	company mode, gitguardian

maxItems — min 5, max 50,000 per run.

includeFullDetails — default off. Full description, apply URL, skills, tools (+$0.50 / 1K). See Cost.

📝 Input examples

1. Remote jobs in Paris for English speakers

{
  "searchType": "jobs",
  "siteLanguage": "en",
  "keywords": "english",
  "location": "Paris, France",
  "remote": ["fulltime"],
  "workingLanguage": ["en"],
  "maxItems": 100,
  "includeFullDetails": false
}

2. All jobs at one company (gitguardian from /companies/gitguardian)

{
  "searchType": "company",
  "siteLanguage": "en",
  "company": "gitguardian",
  "maxItems": 100,
  "includeFullDetails": false
}

3. Software developer in Berlin, English-speaking

{
  "searchType": "jobs",
  "siteLanguage": "en",
  "keywords": "software developer english",
  "location": "Berlin, Germany",
  "workingLanguage": ["en"],
  "jobSubCategory": "software-web-development-iMzA4",
  "maxItems": 100,
  "includeFullDetails": false
}

Full field list: Input parameters.

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💰 Cost of usage

$0.50 per 1,000 jobs (base).

Fetch full job details: +$0.50 per 1,000 jobs → $1.00 per 1,000 total.

Jobs scraped	Full job details off	Full job details on
100	$0.05	$0.10
1,000	$0.50	$1.00
5,000	$2.50	$5.00
50,000	$25.00	$50.00

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🆓 Free tier limitations

• Up to 5 jobs per run
• 5 runs per day (UTC)
• 30 minutes between runs

Paid plans remove these limits. Apify pricing.

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📥 Input parameters

Form sections: Filters, Start URL, Run options. Labels and enum values match the WTTJ website.

Filters

Field	Type	Description
searchType	Select	jobs or company
siteLanguage	Select	en or fr
keywords	Text	Search keywords
company	Text	Company slug (company mode)
location	Text	City or region
searchRadius	Select	Radius in km
country	Select	Office country (ISO code)
remote	Multi-select	fulltime, partial, punctual, no, unknown
contractType	Multi-select	full_time, internship, etc.
workingLanguage	Multi-select	Job post language
jobCategory / jobSubCategory / jobRole	Select	WTTJ profession taxonomy
sectors / subIndustry	Multi-select	Industry filters
experienceLevel / educationLevel	Select	Seniority and education
companySize	Select	Employer headcount
companyLabels / companyCommitments	Multi-select	B Corp, Ecovadis, CSR
salaryMin / salaryMax	Number	Yearly salary range
postedWithinDays	Number	Posted within N days
sortBy	Select	relevance or newest

Start URL

Field	Type	Description
startUrl	Text	Full WTTJ URL; overrides filters

Run options

Field	Type	Default	Description
maxItems	Number	5	Max jobs per run (5–50,000)
includeFullDetails	Checkbox	false	Full description, apply URL, skills (+$0.50 / 1K)

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📦 Output

One row per job, 90+ fields. Same schema for search and company inputs.

Group	Fields
Job	name, slug, contract_type, remote, benefits, summary, description_text, apply_url, skills, job_url, …
Compensation	salary_minimum, salary_maximum, salary_yearly_minimum, salary_currency, salary_period
Company	organization_name, organization_slug, organization_nb_employees, organization_logo_url, company_url, …
Location	office_city, office_country, office_country_code, offices[], geoloc_lat, geoloc_lng
Taxonomy	profession_category_name, profession_sub_category_name, profession_pivot_name, sectors[]
Meta	id, reference, locale, source_url, source_mode, scraped_at

Sample row (includeFullDetails: true; dummy company Northstar Analytics):

{
  "id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
  "object_id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
  "reference": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
  "wk_reference": "NSTAR_xK9m2P",
  "slug": "senior-backend-engineer_paris",
  "name": "Senior Backend Engineer",
  "language": "en",
  "contract_type": "full_time",
  "contract_duration_minimum": null,
  "contract_duration_maximum": null,
  "remote": "partial",
  "has_remote": true,
  "experience_level_minimum": 5,
  "has_experience_level_minimum": true,
  "education_level": "bac_5",
  "has_education_level": true,
  "salary_minimum": 55000,
  "salary_maximum": 72000,
  "salary_yearly_minimum": 55000,
  "salary_currency": "EUR",
  "salary_period": "yearly",
  "has_salary_yearly_minimum": true,
  "has_contract_duration": false,
  "has_benefits": true,
  "benefits": [
    "Hybrid remote",
    "Health insurance",
    "Learning budget",
    "Meal vouchers"
  ],
  "published_at": "2026-06-15T09:00:00Z",
  "published_at_date": "2026-06-15",
  "published_at_timestamp": 1781523600,
  "source_stage": "production",
  "is_boosted": false,
  "profile_ranking": 100,
  "organization_score": 42,
  "rank_group_1": 1200,
  "rank_group_2": 1199,
  "rank_group_3": 1200,
  "summary": "Northstar Analytics is hiring a Senior Backend Engineer to build data pipelines and APIs for our B2B analytics platform.",
  "profile": "5+ years backend experience. Strong Python or Go. Comfortable with PostgreSQL and cloud deployments.",
  "key_missions": [
    "Design and maintain scalable REST and event-driven services.",
    "Improve observability, testing, and deployment workflows.",
    "Collaborate with product and data teams on new features."
  ],
  "description_text": "Northstar Analytics is hiring a Senior Backend Engineer…\n\n5+ years backend experience…\n\nDesign and maintain scalable REST and event-driven services.",
  "apply_url": "https://careers.example.com/jobs/senior-backend-engineer/apply",
  "skills": [],
  "skill_names": ["Python", "PostgreSQL", "API design"],
  "tools": [],
  "tool_names": ["Docker", "Kubernetes", "GitHub Actions"],
  "recruitment_process": "HR screen → technical interview → team fit → offer",
  "recruitment_process_html": "<p>HR screen → technical interview → team fit → offer</p>",
  "organization_name": "Northstar Analytics",
  "organization_slug": "northstar-analytics",
  "organization_reference": "Ab12Cd3",
  "organization_description": "B2B analytics platform for retail and e-commerce teams.",
  "organization_summary": "Self-service BI and forecasting for mid-market retailers.",
  "organization_profile_type": "standard",
  "organization_nb_employees": 85,
  "organization_creation_year": 2019,
  "organization_equality_index": 88,
  "organization_profile_ranking": 100,
  "organization_labels": ["bcorp"],
  "organization_commitments": ["environmental-impact"],
  "organization_logo_url": "https://cdn.example.com/logos/northstar-analytics.png",
  "organization_logo_thumb_url": "https://cdn.example.com/logos/northstar-analytics-thumb.png",
  "organization_cover_image_url": "https://cdn.example.com/covers/northstar-analytics.jpg",
  "organization_cover_image_small_url": "https://cdn.example.com/covers/northstar-analytics-sm.jpg",
  "organization_cover_image_medium_url": "https://cdn.example.com/covers/northstar-analytics-md.jpg",
  "organization_cover_image_large_url": "https://cdn.example.com/covers/northstar-analytics-lg.jpg",
  "company_url": "https://www.welcometothejungle.com/en/companies/northstar-analytics",
  "profession_category_name": "Tech & Engineering",
  "profession_category_reference": "tech-engineering-3NjUy",
  "profession_sub_category_name": "Software & Web Development",
  "profession_sub_category_reference": "software-web-development-iMzA4",
  "profession_pivot_name": "Backend Developer",
  "profession_pivot_reference": "backend-developer-xYz12",
  "office_city": "Paris",
  "office_state": "Ile-de-France",
  "office_country": "France",
  "office_country_code": "FR",
  "office_district": "Paris",
  "office_local_city": "Paris",
  "office_local_state": "Île-de-France",
  "office_local_district": "Paris",
  "office_cities": ["Paris"],
  "office_states": ["Ile-de-France"],
  "office_countries": ["France"],
  "office_country_codes": ["FR"],
  "office_districts": ["Paris"],
  "office_local_cities": ["Paris"],
  "office_local_states": ["Île-de-France"],
  "office_local_districts": ["Paris"],
  "offices": [
    {
      "city": "Paris",
      "state": "Ile-de-France",
      "country": "France",
      "country_code": "FR",
      "district": "Paris",
      "local_city": "Paris",
      "local_state": "Île-de-France",
      "local_district": "Paris",
      "lat": 48.8566,
      "lng": 2.3522
    }
  ],
  "geoloc": [{ "lat": 48.8566, "lng": 2.3522 }],
  "geoloc_lat": 48.8566,
  "geoloc_lng": 2.3522,
  "sectors": [
    {
      "name": "SaaS / Cloud Services",
      "reference": "saas-cloud-services",
      "parent_name": "Tech",
      "parent_reference": "tech-1"
    },
    {
      "name": "Data & Analytics",
      "reference": "data-analytics-example",
      "parent_name": "Tech",
      "parent_reference": "tech-1"
    }
  ],
  "job_url": "https://www.welcometothejungle.com/en/companies/northstar-analytics/jobs/senior-backend-engineer_paris",
  "locale": "en",
  "source_url": "https://www.welcometothejungle.com/en/jobs?query=backend+engineer",
  "source_mode": "jobSearch",
  "scraped_at": "2026-07-01T12:00:00.000Z"
}

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⚠️ Limitations

• Max 50,000 jobs per run on paid plans; free tier lower.
• Public job search and company pages only.
• Not affiliated with Welcome to the Jungle.

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❓ FAQ

How much does it cost?

$0.50 / 1K base. Fetch full job details: +$0.50 / 1K → $1.00 / 1K total.

Why only 5 results on the free plan?

Free tier caps each run at 5 jobs. Upgrade for higher maxItems.

Can I get more than ~1,000 jobs from one search?

Yes. Set maxItems up to 50,000.

Do I need a WTTJ URL?

No. Structured filters are enough. Start URL is optional.

Can I scrape all jobs at one company?

Yes. searchType: "company" and set company (e.g. gitguardian).

Can I use /companies?query=… URLs?

No. That searches companies, not jobs. Use /jobs?… or /companies/{slug}.

Salary and ATS apply links?

Salary fields when WTTJ publishes them: salary_minimum, salary_maximum, salary_yearly_minimum, salary_currency, salary_period. Apply URL and full description need Fetch full job details (+$0.50 / 1K).

Internships, V.I.E, temporary contracts?

Use Job type (contractType).

Empty apply_url, skills, or tools?

Enable Fetch full job details.

Run stopped early?

No matching jobs left, free-tier cap, or rate limit (5 runs/day, 30 min between runs).

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Related actors

• Hiring.cafe — Hiring.cafe job listings scraper (by search URL), 120+ fields per job.
• SimplyHired — SimplyHired Scraper (by search URL).

Apify Store

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• 💬 Discord: @azzouzana
• 📧 Email: labs@azzouzana.com

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⚖️ Disclaimer

This Actor is not affiliated with Welcome to the Jungle or welcometothejungle.com. It reads publicly visible job listings only (no login, no paywall). You are responsible for lawful use of exported data under GDPR and WTTJ’s terms of use.