Career Site Jobs Scraper — Greenhouse, Lever, Workday, Ashby & more

Scrape every open job straight from company career sites — the same postings companies publish themselves, often before they reach LinkedIn or Indeed. One actor covers the 8 most popular applicant tracking systems (ATS) and returns one clean, normalized format with title, location, remote flag, salary, department, posting date, apply link and the full description.

Just paste a company website like stripe.com — the actor finds its job board automatically.

Supported career sites

ATS	Example input	Used by
Greenhouse	boards.greenhouse.io/stripe	Stripe, Anthropic…
Lever	jobs.lever.co/palantir	Palantir, Spotify…
Ashby	jobs.ashbyhq.com/ramp	Ramp, Notion…
Workday	nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite	NVIDIA and many large enterprises
SmartRecruiters	jobs.smartrecruiters.com/ServiceNow	ServiceNow, Bosch…
Workable	apply.workable.com/huggingface	Hugging Face…
Recruitee	bunq.recruitee.com	bunq…
Personio	personio.jobs.personio.de	Personio…

Why this actor

• ✅ Fresh, first-party data — straight from the employer's own job board, no aggregator delay or duplicates.
• ✅ Auto-detection — give anthropic.com or notion.so; the actor scans the site and its careers pages for the job board.
• ✅ Salary included — from structured ATS fields and from pay-transparency text (e.g. "The base salary range is $168,000 – $270,250"), normalized to min/max/currency/period.
• ✅ Filters before you pay — title keywords, excluded words, locations, remote-only and "posted in the last N days". Filtered-out jobs are free.
• ✅ Fast & reliable — uses the public job-board endpoints the ATS vendors publish for embedding career pages; no browser, no logins, no CAPTCHAs.
• ✅ Low price — $3 per 1,000 jobs, pay only for jobs delivered.

Use cases

• Job boards & aggregators — fill a niche job board (remote, AI, climate, fintech…) from hundreds of companies daily.
• Sales & lead generation — hiring is a buying signal. Find companies hiring "Salesforce admin", "SOC analyst" or "data engineer" and pitch them.
• Recruiting & talent intelligence — track competitors' openings, salary bands and team growth.
• Market & investment research — measure hiring velocity by company, department and location.
• Job seekers & AI agents — monitor dream companies and get alerts on new roles.

Input

Field	Description
companies	Required. Job board URLs, company websites/careers pages, or shorthands like greenhouse:stripe, workday:nvidia.wd5/NVIDIAExternalCareerSite.
keywords	Keep jobs whose title contains any of these words.
excludeKeywords	Drop jobs whose title contains any of these words.
locations	Keep jobs whose location/city/country contains any of these (e.g. Berlin, United States, Remote).
remoteOnly	Only remote jobs.
postedWithinDays	Only jobs posted in the last N days.
maxJobsPerCompany / maxResults	Limits to control cost.
includeDescription / includeDescriptionHtml	Plain-text description (default on) and optional original HTML.
proxyConfiguration	Apify datacenter proxy by default — enough for public job boards.

Example:

{
  "companies": ["stripe.com", "https://jobs.ashbyhq.com/ramp", "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite"],
  "keywords": ["engineer"],
  "excludeKeywords": ["intern"],
  "locations": ["United States", "Remote"],
  "postedWithinDays": 30
}

Output

One row per job, the same shape for every ATS. Export to JSON, CSV, Excel, or use the API, webhooks, Make, Zapier or n8n.

{
  "id": "5391151008",
  "ats": "greenhouse",
  "companySlug": "anthropic",
  "companyName": "Anthropic",
  "title": "AI Operations Engineer, Partnerships",
  "department": "Sales",
  "team": null,
  "location": "San Francisco, CA",
  "locations": [
    "San Francisco, CA"
  ],
  "country": null,
  "city": null,
  "isRemote": false,
  "workplaceType": null,
  "employmentType": null,
  "seniority": null,
  "salaryMin": 215000,
  "salaryMax": 300000,
  "salaryCurrency": "USD",
  "salaryPeriod": "YEAR",
  "salaryText": "$215,000—$300,000 USD",
  "postedAt": "2026-08-14T22:07:17.000Z",
  "updatedAt": "2026-08-24T23:47:05.000Z",
  "url": "https://job-boards.greenhouse.io/anthropic/jobs/5391151008",
  "applyUrl": "https://job-boards.greenhouse.io/anthropic/jobs/5391151008",
  "description": "About Anthropic\n\nAnthropic’s mission is to create reliable, interpretable, and steerable AI systems. We want A…",
  "requisitionId": "266710",
  "source": "anthropic.com",
  "scrapedAt": "2026-10-13T12:13:12.977Z"
}

Fields an ATS doesn't publish are null (for example, Greenhouse has no employment-type field). Some ATS add extra fields: function, industry (Workable, SmartRecruiters), requisitionId (Greenhouse), hiringEntity (Workday).

The run's RUN_STATS record lists boards that were not found and websites where no supported ATS was detected.

Use with AI agents (MCP), LangChain, RAG & the API

This actor is a ready-made tool for AI agents: an LLM can call it, wait for the run and read clean JSON back.

MCP server (Claude Desktop, Claude Code, Cursor, VS Code, any MCP client) — add Apify's hosted MCP server with this actor enabled as a tool:

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com/?tools=murch1k/career-site-jobs-scraper",
      "headers": { "Authorization": "Bearer <APIFY_TOKEN>" }
    }
  }
}

LangChain / LangGraph (pip install langchain-apify, set APIFY_API_TOKEN):

from langchain_apify import ApifyActorsTool, ApifyWrapper
from langchain_core.documents import Document

# 1) give the actor to an agent as a tool
tool = ApifyActorsTool("murch1k/career-site-jobs-scraper")

# 2) or load results as Documents for a RAG index
loader = ApifyWrapper().call_actor(
    actor_id="murch1k/career-site-jobs-scraper",
    run_input={"companies": ["stripe.com", "https://jobs.ashbyhq.com/ramp", "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite"], "keywords": ["engineer"], "excludeKeywords": ["intern"], "locations": ["United States", "Remote"], "postedWithinDays": 30},
    dataset_mapping_function=lambda item: Document(page_content=item["description"], metadata={"url": item.get("url")}),
)
docs = loader.load()

REST API — one synchronous call, dataset items in the response:

curl -X POST "https://api.apify.com/v2/acts/murch1k~career-site-jobs-scraper/run-sync-get-dataset-items?token=<APIFY_TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"companies": ["stripe.com", "https://jobs.ashbyhq.com/ramp", "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite"], "keywords": ["engineer"], "excludeKeywords": ["intern"], "locations": ["United States", "Remote"], "postedWithinDays": 30}'

Also works with the Apify Python/JS clients, Make, Zapier, n8n, Google Sheets, webhooks and schedules. Export as JSON, CSV, Excel, XML or RSS.

RAG tip: Embed description per job and keep companyName, title, location, isRemote and url as filterable metadata — an agent can then answer "which of my target accounts are hiring data engineers in Berlin?".

Pricing

Pay per result: $3.00 per 1,000 jobs ($0.003 per job). Jobs removed by your filters are not charged.

Example	Jobs	Cost
One company, engineering roles	50	$0.15
100 companies, all jobs	10,000	$30

FAQ

Is this legal? The actor reads public job postings from endpoints the ATS vendors provide for publishing career pages. No login, no personal data about candidates. Always use the data in line with applicable law and the source's terms.

A company isn't detected — why? It may use an ATS that isn't supported yet (e.g. iCIMS, Taleo, SAP SuccessFactors), or a custom career site. Paste the job board URL directly if you know it, or open an issue and we'll consider adding the ATS.

How fresh is the data? Live — each run reads the job board at that moment. Schedule the actor daily to track new and closed roles.

Workday dates are approximate? Workday's list shows "Posted 3 Days Ago"; we convert it to a date and use the exact start date from the job detail when available.

Support

Need another ATS, a field, or a bug fixed? Open an issue on the Issues tab — we respond quickly.