Multi-ATS Job Postings & Hiring-Signal Scraper

Pull job postings from Greenhouse, Lever, Ashby, and SmartRecruiters into one unified schema, and get hiring signals per company: department breakdown, locations, remote %, and how fast they're hiring.

Most job scrapers cover a single ATS and just dump raw postings. This one normalizes four ATS platforms into one format and adds the analytics layer that sales-intelligence, recruiting, and market-research teams actually pay for.

Data comes from each vendor's official public JSON API: no API key, no login, no proxy, no anti-bot. That makes it fast and near-zero maintenance: these endpoints rarely change.

What you get

Per job (unified across all four ATS):

{
  "ats": "ashby",
  "company": "ramp",
  "id": "03e2d4e1-...",
  "title": "Technical Consultant, Mid-Market",
  "department": "Sales",
  "team": "Solutions Consulting",
  "location": "Remote (US)",
  "remote": true,
  "employmentType": "FullTime",
  "publishedAt": "2026-07-07T20:47:09.753Z",
  "url": "https://jobs.ashbyhq.com/ramp/03e2d4e1-..."
}

Per company (hiring signal summary):

{
  "type": "company_signal",
  "company": "spotify",
  "ats": "lever",
  "totalOpenRoles": 110,
  "remoteRoles": 30,
  "remoteShare": 27,
  "rolesPostedLast30Days": 32,
  "newestPostingAt": "2026-07-09T...",
  "topDepartments": [{ "name": "Engineering", "count": 39 }, ...],
  "topLocations": [{ "name": "London", "count": 14 }, ...]
}

How to find a company's token

The token is the identifier in a company's careers URL:

ATS	Careers URL example	Token	Input
Greenhouse	boards.greenhouse.io/stripe	stripe	greenhouse:stripe
Lever	jobs.lever.co/spotify	spotify	lever:spotify
Ashby	jobs.ashbyhq.com/ramp	ramp	ashby:ramp
SmartRecruiters	jobs.smartrecruiters.com/ServiceNow	ServiceNow	smartrecruiters:ServiceNow

Or just paste the link. A careers-page or job URL works as is — https://boards.greenhouse.io/stripe, jobs.lever.co/spotify/<job-id>, https://jobs.ashbyhq.com/ramp. EU-hosted boards (job-boards.eu.greenhouse.io/..., jobs.eu.lever.co/...) are supported too.

Input

Field	Type	Description
companies	array (required)	"<ats>:<company>" entries, e.g. "greenhouse:stripe", or careers-page URLs
keywords	array	Keep roles whose title (or body, if included) matches
locations	array	Keep roles whose location contains a substring
departments	array	Keep roles in matching departments
remoteOnly	boolean	Remote-flagged roles only
postedWithinDays	integer	Only roles posted in the last N days (hiring-velocity monitoring)
includeDescription	boolean	Include full role text (bigger output)
signalsOnly	boolean	Output only the per-company summary, no individual rows

Example: monitor competitors' engineering hiring, last 30 days

{
  "companies": ["greenhouse:stripe", "lever:spotify", "ashby:ramp"],
  "departments": ["Engineering"],
  "postedWithinDays": 30
}

Use cases

• Sales intelligence: a company hiring 40 salespeople signals budget and expansion. Feed signals into your CRM.
• Competitive intel: track which departments and locations competitors are growing.
• Recruiting / talent: a fresh, deduplicated feed of open roles across your target companies.
• AI agents (MCP): "What is company X hiring for right now?" is one clean tool call with flat JSON back.
• Market research: hiring velocity as a leading indicator across a sector.

Pricing (pay-per-event)

Event	Price
Actor start	$0.00001
Row saved (job or company signal)	$0.00009

$0.09 per 1,000 rows. There is a single per-row charge: job rows and per-company signal rows are billed the same, and the start fee is one thousandth of a cent ($0.00001), so a run that finds nothing costs practically nothing. Scanning 10 companies with ~2,000 total roles costs about $0.18. Use signalsOnly to save only the aggregate row per company and pay for 10 rows instead of 2,000.

Apify platform usage (compute + storage) is billed to your own account on top. Measured, not guessed: a real run on 2026-09-21 pulled 883 jobs from Stripe, Spotify, Ramp and a SmartRecruiters company in 23 seconds and used $0.0067 of platform usage per 1,000 rows, under 8% of the price above.

Honest notes

• Covers companies hosted on these four ATS platforms. It does not scrape LinkedIn, Indeed, or company career pages built on other systems.
• Uses official public endpoints only. No login, no personal data, no anti-bot evasion.
• includeDescription isn't available for SmartRecruiters in this version (would need a per-role call).
• A token that is wrong, or a company that moved to another ATS, gives 0 roles and a warning in the log; the other companies still run. Companies do switch ATS, so re-check a token when it suddenly returns 0.
• Missing an ATS (Workable, Personio, Recruitee, Teamtailor)? Ask in the Issues tab of this page.