ATS job feed recipes

Working code for pulling job postings straight out of company applicant tracking systems — Greenhouse, Lever, Workday, Ashby, Workable, SmartRecruiters, Breezy, Personio, Pinpoint and Rippling — and doing something useful with them.

Source: github.com/HwangByeongSeon/ats-job-feed-recipes. Every script runs as-is.

export APIFY_TOKEN=...        # https://console.apify.com/settings/integrations
python python/new_jobs_to_csv.py

Why this exists

Each of these platforms publishes an open JSON endpoint that the company's own careers page reads — no key, no login, no scraping of rendered HTML. The awkward parts are everything around that.

Every platform has a different shape. Greenhouse nests offices and departments; Workday sends a POST and reports posting age as the string "Posted 30+ Days Ago"; SmartRecruiters caps a response at 100 rows whatever limit you pass; Breezy answers 403 for a board that does not exist, where everyone else uses 404.
Finding out who is on which platform is the actual work. There is no public directory of Greenhouse or Personio boards. The slug is in a careers URL somewhere, if you can find the careers URL.
Dates are unreliable. Three of these ten platforms publish no posting date at all, so any "posted in the last N days" filter has to decide what to do with rows whose age is unknown.

Recipes

File	What it does
`javascript/watch-companies.mjs`	Diff a shortlist between runs — what opened, what closed
`javascript/salary-data.mjs`	Postings that publish a pay range, normalised to an annual figure
`python/one_company.py`	Every open role at one company, from its careers URL
`python/new_jobs_to_csv.py`	Only postings that appeared since the last run, appended to CSV

These scripts call Apify Actors that bill per row delivered. Every script caps itself at a couple of hundred rows and reads MAX_ROWS if you want more, so running an example does not produce a surprise bill.

Coverage behind the Actors

The registry the Actors bundle, as re-validated on 2026-08-19. It is a list of which company slug sits on which platform — the part that is not available anywhere publicly.

Platform	Boards	Live postings
Greenhouse	5,578	179,052
Personio	5,172	41,685
SmartRecruiters	4,334	363,544
Breezy HR	2,800	47,301
Workday	2,658	595,820
Lever	1,917	63,622
Workable	1,710	77,339
Ashby	1,596	32,007
Rippling	1,298	18,647
Pinpoint	618	18,235
Total	27,681	1,437,252

Raw endpoints

If you would rather call the platforms directly, these are the public endpoints. All of them answer without a key. Replace {company} with the board slug.

Platform	Endpoint
Greenhouse	`https://boards-api.greenhouse.io/v1/boards/{company}/jobs?content=true`
Lever	`https://api.lever.co/v0/postings/{company}?mode=json`
Ashby	`https://api.ashbyhq.com/posting-api/job-board/{company}?includeCompensation=true`
SmartRecruiters	`https://api.smartrecruiters.com/v1/companies/{company}/postings?limit=100&offset=0`
Workable	`https://apply.workable.com/api/v1/widget/accounts/{company}?details=true`
Breezy	`https://{company}.breezy.hr/json`
Personio	`https://{company}.jobs.personio.de/search.json`
Pinpoint	`https://{company}.pinpointhq.com/postings.json`
Rippling	`https://api.rippling.com/platform/api/ats/v1/board/{company}/jobs`
Workday	`POST https://{tenant}.{cluster}.myworkdayjobs.com/wday/cxs/{tenant}/{site}/jobs`

Two things that will bite you if you write your own client:

SmartRecruiters returns at most 100 postings per response regardless of limit. Page with offset, and take the real total from totalFound rather than counting rows.
Breezy returns 403, not 404, for a subdomain with no board on it. Treating that as rate limiting and backing off turns a half-hour job into a fourteen-hour one.

The Actors these recipes call

Career Site Job Feed — all ten platforms in one run, one row shape
New Job Alerts — only the postings that appeared since your previous run
All Actors

The flagship is also reachable as a remote MCP server at https://mcp.apify.com/?tools=starbright_overlap/ats-job-feed.