ATS Job Boards Scraper (Greenhouse, Lever, Ashby)

Live job postings straight from the public job-board APIs that thousands of companies' careers pages run on: Greenhouse, Lever and Ashby. Give it company slugs or careers URLs and get every open posting as one normalised row — the same fields whichever ATS the company uses.

Why this one: it reads the boards live (no database, no 6-month window, no per-run cap), auto-detects the ATS from a careers URL, exposes structured salary ranges where boards publish them (Ashby, Lever), and bills per job delivered.

Input

Field	Type	Description
companies	array	Board slugs or URLs (max 500). A bare slug (stripe) is tried on all three ATSes; <ats>:<slug> (lever:spotify) pins one; any boards.greenhouse.io / job-boards.greenhouse.io / jobs.lever.co / jobs.ashbyhq.com URL works too.
ats	array	Restrict auto-detection to some of greenhouse, lever, ashby. Empty = all.
includeDescriptions	boolean	Keep the full description (HTML + plain text). Default true.
maxItems	integer	Stop after this many jobs (default 500, max 100000). You pay only for pushed jobs.
maxConcurrency	integer	Parallel requests (default 5, max 10); each API host is also paced ~1 request/s.
proxyConfiguration	object	Optional; normally not needed.

The slug is the path segment after the host on the company's careers page: boards.greenhouse.io/**stripe**, jobs.lever.co/**spotify**, jobs.ashbyhq.com/**openai**. Other careers domains (e.g. careers.example.com) are not auto-detected — open the page, find the embedded ATS link, and pass that.

{
  "companies": ["stripe", "lever:spotify", "https://jobs.ashbyhq.com/openai"],
  "maxItems": 2000
}

Output

One dataset item per posting:

{
  "ats": "ashby",
  "company": "ramp",
  "id": "4f8c...",
  "title": "Software Engineer, Backend",
  "locations": ["New York", "San Francisco"],
  "workplaceType": "hybrid",
  "isRemote": false,
  "department": "Engineering",
  "team": "Platform",
  "employmentType": "FullTime",
  "compensation": { "min": 211400, "max": 290600, "currency": "USD", "interval": "1 YEAR", "summary": "$211.4K - $290.6K" },
  "descriptionHtml": "<p>...</p>",
  "descriptionText": "...",
  "publishedAt": "2026-08-24T14:44:49.699Z",
  "updatedAt": null,
  "url": "https://jobs.ashbyhq.com/ramp/4f8c...",
  "applyUrl": "https://jobs.ashbyhq.com/ramp/4f8c.../application",
  "raw": { "address": { "addressLocality": "New York", "addressRegion": "New York", "addressCountry": "United States" }, "isListed": true, "compensationTiers": [] }
}

raw carries ATS-specific extras: Greenhouse offices, metadata, requisitionId, internalJobId, language, applicationDeadline; Lever country, level, opening; Ashby address, isListed, compensationTiers.

Field coverage by ATS

Field	Greenhouse	Lever	Ashby
locations	split from the board's location string (•, ;, | separators)	categories.location + allLocations	location + secondaryLocations
workplaceType / isRemote	derived: per-board metadata ("Workplace Type", "Location Type") or the location string ("Remote - USA", "Hybrid; In-Office", "Distributed"); null when neither says	workplaceType	workplaceType, isRemote
department / team	departments joined with /	categories.department / team	department / team
employmentType	per-board metadata ("Employment Type": Regular, Intern, ...) when the board has it, else null	categories.commitment	employmentType
compensation	not exposed (sometimes in raw.metadata)	salaryRange when the board publishes it	compensation summary + salary component
publishedAt / updatedAt	first_published / updated_at	createdAt / –	publishedAt / –

Billing

Pay per event: one job event per posting pushed. Postings are de-duplicated per ATS id within a run. If the run's charge limit (maxTotalChargeUsd) is reached, it stops cleanly and reports how many jobs were pushed.

Speed and run timeout

Each board is one API call; a typical company takes 1–3 s, a very large board (800+ postings, ~15 MB) a few seconds more. 100 companies ≈ 2–4 min; large boards dominate (measured on Apify: 5,274 postings with descriptions from 24 boards in 47 s, SpaceX alone 2,281). Set maxItems and the run's charge limit together: a 10,000-job request with a $4 limit stops at ~5,000 jobs. A slug with no board on any ATS is reported in the status message under "no board found", not treated as a failure.

Limitations

• Only Greenhouse, Lever and Ashby boards; other ATSes (Workday, SmartRecruiters, iCIMS, …) are not supported.
• Greenhouse's public API has no salary and no native workplace/employment type (both are derived from location strings and per-board custom metadata, so some boards stay null); Lever's salaryRange and Ashby's compensation are present only when the company chooses to publish them.
• locations strings are passed through as the ATS writes them; they are not geocoded or normalised to country/city.

Compliance

All three APIs are unauthenticated and documented as public: Greenhouse ("Job Board data is publicly available, so authentication is not required"), Lever (published postings "may be scraped by third parties"), Ashby (public job-posting API). No login, no personal data beyond what the company publishes about its own openings.