Career Site Jobs Scraper — 7 ATS Platforms, One Schema

Scrape job postings from any company career site hosted on the 7 most popular applicant tracking systems — with a single Actor and a single, clean, normalized output schema:

ATS	Example input
Greenhouse (US + EU)	https://boards.greenhouse.io/stripe
Lever (US + EU)	https://jobs.lever.co/palantir
Ashby	https://jobs.ashbyhq.com/openai
SmartRecruiters	https://careers.smartrecruiters.com/ServiceNow
Workable	https://apply.workable.com/netguru
Recruitee	https://sendcloud.recruitee.com
BambooHR	https://lucid.bamboohr.com/careers

Just paste career-page URLs — the ATS is detected automatically. Mix platforms freely in one run. No API keys, no proxies, no configuration. You can also use the explicit form ats:identifier (e.g. greenhouse:stripe).

Why this Actor

• ✅ One schema for everything — identical columns whether the job comes from Greenhouse or BambooHR. Stop writing mapping code.
• ✅ Full descriptions in plain text and HTML
• ✅ Salary data — native structured salary fields (Lever, Recruitee, Ashby compensation, BambooHR) plus smart parsing of pay-transparency ranges in ad text
• ✅ Structured locations with a reliable remote flag
• ✅ Department, employment type, experience level, published date, direct apply URLs
• ✅ Cross-company deduplication in every run
• ✅ Fast and cheap: uses the same public JSON endpoints the career pages themselves load

Use cases

• Job boards & aggregators — cover 7 ATS platforms with one integration
• Recruiting & talent intelligence — track hiring across your whole watchlist, regardless of which ATS each company uses
• Sales lead generation — companies hiring for role X are buying tools for X
• Salary benchmarking — structured pay data straight from the source
• AI agents & LLM pipelines — clean JSON for RAG or agent tools

Input

{
    "careerPages": [
        "https://boards.greenhouse.io/stripe",
        "https://jobs.lever.co/palantir",
        "https://jobs.ashbyhq.com/openai",
        "https://apply.workable.com/netguru",
        "greenhouse:coinbase"
    ],
    "keyword": "engineer",
    "location": "remote",
    "postedAfter": "2026-06-01",
    "maxJobsPerCompany": 500
}

Output example

{
    "id": "7954688",
    "source": "greenhouse",
    "title": "Backend Engineer, Payments",
    "company": { "identifier": "stripe", "name": "Stripe" },
    "location": { "city": "San Francisco", "region": "CA", "country": null, "remote": false, "raw": "San Francisco, CA" },
    "department": "Engineering",
    "employmentType": "Full-time",
    "salary": { "min": 150000, "max": 225000, "currency": "USD", "period": "year", "raw": "$150,000 - $225,000" },
    "postedAt": "2026-06-02T12:58:57.000Z",
    "postingUrl": "https://stripe.com/jobs/search?gh_jid=7954688",
    "applyUrl": "https://stripe.com/jobs/search?gh_jid=7954688",
    "descriptionText": "Who we are …",
    "descriptionHtml": "<h2>Who we are</h2> …",
    "scrapedAt": "2026-07-04T12:00:00.000Z"
}

Pricing

Pay-per-event: a small fee per Actor start plus a per-job fee. You only pay for the jobs you actually get.

FAQ

How do I find the right URL for a company? Open the company's careers page and look at where the job links point (e.g. boards.greenhouse.io/..., jobs.lever.co/...). Paste that URL. If a company's career site is white-labeled, use the explicit ats:identifier form.

What if a company's ATS isn't supported? The Actor logs a warning and continues with the remaining entries. Single-platform versions of this scraper are also available on my profile — the output schema is identical, so you can combine them freely.

Is this legal? The Actor only reads the public, unauthenticated job-board APIs that these ATS platforms provide exactly for publishing postings. No login, no personal data.