ATS Jobs Scraper (Greenhouse, Lever, Ashby, Workday)

Scrape live job postings from any company career page powered by Greenhouse, Lever, Ashby, or Workday — into clean, flat, LLM/agent-ready JSON. One item per job posting, with title, location, department, employment type, compensation, description, and direct apply URL. Auto-detect mode figures out which ATS a company uses.

Why this actor?

• 💵 $0.00075 per job — half the price of the nearest direct competitor (bovi at $1.50/1K). No start fee, no platform usage bill on top.
• 🏢 4 major ATS platforms — Greenhouse, Lever, Ashby, and Workday. Most competitors miss Workday, which is where 90% of Fortune 500 jobs live.
• 🔍 Auto-detect — pass a company slug; the actor figures out which ATS to query. No need to know which platform each company uses.
• ⚡ Direct API access — Greenhouse and Lever use public JSON APIs (zero maintenance burden). Ashby parses server-rendered data. Workday uses the CXS API. No browser overhead.
• 🔒 No personal data — public job listings only. This actor never touches applicant data, employee records, or any private information.
• 🤖 LLM-ready output — flat typed schema with global_id (deterministic compound key), ISO dates, boolean remote flag, and pre-extracted plain-text descriptions alongside the raw HTML.

Input

{
  "companies": [
    { "ats": "greenhouse", "slug": "airbnb" },
    { "ats": "lever", "slug": "spotify" },
    { "ats": "workday", "url": "https://nvidia.wd5.myworkdayjobs.com/en-US/NVIDIAExternalCareerSite" }
  ],
  "maxJobsPerCompany": 50,
  "maxPages": 3
}

Each company entry takes ats (or "auto") and either slug (for Greenhouse/Lever/Ashby) or url (required for Workday). Up to 50 companies per run.

Output

One item per job posting:

{
  "input": "airbnb",
  "ats": "greenhouse",
  "company": "airbnb",
  "job_id": "7995153",
  "global_id": "greenhouse:airbnb:7995153",
  "title": "Acquisition Manager",
  "location": "Berlin, Germany",
  "remote": null,
  "department": "Sales",
  "employment_type": "Full-time",
  "salary_min": null,
  "salary_max": null,
  "salary_currency": null,
  "compensation_summary": null,
  "description_text": "Airbnb was born in 2007 when two hosts...",
  "description_html": "<p>Airbnb was born in 2007...</p>",
  "url": "https://careers.airbnb.com/positions/7995153?gh_jid=7995153",
  "apply_url": "https://careers.airbnb.com/positions/7995153?gh_jid=7995153",
  "posted_at": "2026-06-10T12:50:56.000Z",
  "error": null,
  "scraped_at": "2026-07-27T00:00:00.000Z"
}

Error items (company not found, invalid input) have error set and title describing the problem — always free.

Pricing

Pay per event, and the platform usage is on us — the price you see is the price you pay, with no compute bill on top.

Event	Price	What one charge buys
Job Result	$0.00075	One job posting result. Error items and empty results are free.
Actor Start	$0.002	One run, whatever it returns.

Higher Apify subscription tiers pay less on every event (Silver −20%, Gold −35%).

Limitations

• Up to 50 companies per run, up to 5,000 jobs per company.
• Workday requires a full URL — the subdomain pattern varies per company (wd5, wd3, wd1). Pass the exact career page URL from the browser.
• Ashby and Workday descriptions are not included in v1 — those platforms require per-job detail page scraping, coming in a future update.
• Greenhouse and Lever are JSON APIs (low fragility). Ashby and Workday parsing may break if those platforms change their page structure.

Use cases

• 🏢 Recruitment intelligence — monitor competitor hiring across multiple ATS platforms in one run.
• 🤖 LLM pipelines / RAG — flat, pre-cleaned description_text from Greenhouse and Lever for job matching or analysis.
• 📊 Labor market research — aggregate job posting data across companies and platforms with consistent field names.

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This Actor is an independent tool, not affiliated with or endorsed by Greenhouse, Lever, Ashby, or Workday.