ATS Job Scraper: Greenhouse, Lever, Ashby, Workday

ATS Job Scraper is an Apify Actor and job listings API for company job boards on eight applicant-tracking platforms: Greenhouse, Lever, Ashby, Workday, SmartRecruiters, Workable, Recruitee and Personio. Paste careers-page links, or just company websites, and get one consistent JSON record per job, with salaries, locations and remote status.

It reads the public job-board feeds of these platforms, so it is fast and stable: no browser, no proxies, no blocked requests.

Not affiliated with, endorsed by or sponsored by Greenhouse, Lever, Ashby, Workday, SmartRecruiters, Workable, Recruitee or Personio. Their names are used only to describe which public job boards this Actor reads.

What is it good for?

• Job boards and aggregators: fill your board straight from company career pages.
• Recruiting and talent teams: see which competitors are hiring for which roles, and where.
• Sales and RevOps: hiring is a buying signal, so list the companies hiring for the roles your product serves.
• Analysts and researchers: build salary benchmarks and labour-market trends from the pay ranges employers publish.

Try it in 30 seconds

1. Press Start: the input is prefilled with real examples.
2. Open the Output tab and download JSON, CSV or Excel.
3. Replace the examples with your own and run again. You pay about $2.00 per 1,000 jobs.

A taste of the output

Company	Title	Location	Pay
Anthropic	Finance Systems Engineer, Tax	San Francisco, CA	$205,000 to $270,000

The full record has more fields; see the example output further down.

What can I do with ATS Job Scraper?

• Job market and hiring-signal data: track which companies are hiring for what, and where.
• Competitor and talent intelligence: watch a list of companies for new roles.
• Job aggregators and boards: fill your board from thousands of company career pages.
• Salary benchmarking: pay ranges taken from the API where the platform provides them, and parsed from the job text where the employer states them.
• Lead research: find companies that are hiring for the roles your product serves.
• Alerts: run on a schedule in new jobs only mode and get just the newly posted openings.

Which job-board platforms does it support?

Platform	A careers link looks like	Pay data
Greenhouse	boards.greenhouse.io/<name> or job-boards.greenhouse.io/<name>	Extracted from the job text when stated
Lever	jobs.lever.co/<name> (EU: jobs.eu.lever.co/<name>)	Native pay range when the employer fills it in
Ashby	jobs.ashbyhq.com/<name>	Native compensation when the employer shows it
Workday	<company>.wd5.myworkdayjobs.com/<SiteName>	Extracted from the job text when stated
SmartRecruiters	careers.smartrecruiters.com/<Name>	Extracted from the job text when stated
Workable	apply.workable.com/<name>	Extracted from the job text when stated
Recruitee	<name>.recruitee.com	Native salary range when published
Personio	<name>.jobs.personio.de	Extracted from the job text when stated

Need only one platform? There is a dedicated, single-platform scraper for most of them, see the end of this page.

How do I scrape job listings from company career pages?

1. Add companies, one per line. Any of these work:
   • A careers link: https://boards.greenhouse.io/stripe, https://jobs.lever.co/palantir, https://jobs.ashbyhq.com/ramp, https://careers.smartrecruiters.com/BoschGroup, https://apply.workable.com/huggingface, https://bunq.recruitee.com, https://personio.jobs.personio.de, https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite
   • Short form: greenhouse:stripe, lever:palantir, ashby:ramp, smartrecruiters:BoschGroup, workable:huggingface, recruitee:bunq, personio:personio, workday:adobe.wd5/external_experienced
   • A company website or name: ramp.com. The Actor tries the company on seven of the platforms (Workday needs the exact careers link, because its site name cannot be guessed). This works for most companies; if a company is not found, paste its careers link instead.
2. Optionally filter by keywords, location, department, employment type, remote-only or posting date.
3. Run it, then download the data as JSON, CSV or Excel, or read it through the API.

Example input

{
  "companies": ["https://jobs.ashbyhq.com/ramp", "greenhouse:stripe", "anthropic.com"],
  "keywords": ["engineer", "data"],
  "locations": ["United States", "Remote"],
  "postedWithinDays": 14,
  "maxJobsTotal": 500
}

How do I get only new jobs?

Turn on Only jobs not returned before and schedule the Actor (hourly, daily, ...). The first run returns everything and saves a baseline; every later run returns only openings that were not returned before for the same company list.

What data does ATS Job Scraper return?

One record per job:

{
  "id": "greenhouse:anthropic:5357947008",
  "jobId": "5357947008",
  "ats": "greenhouse",
  "companySlug": "anthropic",
  "companyName": "Anthropic",
  "title": "Finance Systems Engineer, Tax",
  "department": "Finance",
  "departments": [
    "Finance"
  ],
  "team": null,
  "location": "San Francisco, CA",
  "locations": [
    "San Francisco, CA",
    "Seattle, WA"
  ],
  "country": null,
  "workplaceType": null,
  "isRemote": null,
  "employmentType": null,
  "employmentTypeRaw": null,
  "postedAt": "2026-08-07T15:01:34Z",
  "updatedAt": "2026-08-21T16:50:38Z",
  "url": "https://job-boards.greenhouse.io/anthropic/jobs/5357947008",
  "applyUrl": "https://job-boards.greenhouse.io/anthropic/jobs/5357947008",
  "salary": {
    "min": 205000.0,
    "max": 270000.0,
    "currency": "USD",
    "interval": "year",
    "summary": "$205,000—$270,000",
    "source": "description-text"
  },
  "description": "About Anthropic  Anthropic’s mission is to create reliable, interpretable, and steerable AI systems. We want AI to be safe and beneficial for our users and for …",
  "requisitionId": "P-5144",
  "language": "en",
  "matchedBy": "explicit"
}

Field	Description
title, companyName, url, applyUrl	Basics. companyName comes from the platform where available (Greenhouse, SmartRecruiters); for Lever and Ashby it is derived from the board name
department, departments, team	Department or team as published
location, locations, country	Primary location, all locations, and country where the platform provides it
workplaceType	remote, hybrid or onsite when the platform provides it
isRemote	true if the role is remote, or lists a remote option among its locations
employmentType	full_time, part_time, contract, internship, temporary or other (original in employmentTypeRaw)
postedAt, updatedAt	ISO 8601 UTC. updatedAt is only available on Greenhouse
salary	min, max, currency, interval (year, hour, ...), summary, and source
description, descriptionHtml	Full job description as text and/or HTML
id, ats, companySlug, matchedBy	Stable unique id, source platform, board name, and whether you gave an exact link (explicit) or a name we matched (slug-probe)

How is salary data handled?

• Ashby, Lever and Recruitee publish structured pay ranges when the employer fills them in; we pass them through (salary.source = "api").
• Greenhouse, Workday, SmartRecruiters, Workable and Personio do not include a pay field in the public endpoints this Actor uses. When the employer states a range in the job text (common for US, UK and EU roles), we extract it (salary.source = "description-text"). In our checks on large US employers, roughly half of Greenhouse ads carried a stated range.
• We only return a value when a currency, a range and a pay-related keyword are all present, and we leave it empty instead of guessing.
• Values are exactly what the employer published. If a yearly range looks like it was typed without the "K" (for example 230 to 350), the record carries "suspect": true.

How much does it cost to scrape job listings?

You pay per job returned: $0.002 per job, about $2.00 per 1,000 jobs, plus a tiny fixed fee per run. Apify bills the platform usage of the run (compute) on top, which is normally a small fraction of the per-job price. Max jobs in total is a hard cap on the cost of a run, and the run also stops if it reaches the maximum charge you set in the run options. The Pricing tab always shows the current rate.

Can I use ATS Job Scraper through the API?

Yes. Like every Apify Actor it can be started from code, scheduled in the Apify Console, or connected to Make, Zapier, n8n, Google Sheets and webhooks through Apify integrations.

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_API_TOKEN>")
run_input = {
    "companies": [
        "greenhouse:stripe",
        "https://jobs.lever.co/palantir",
        "https://jobs.ashbyhq.com/ramp"
    ],
    "keywords": [
        "engineer"
    ],
    "maxJobsTotal": 25
}
run = client.actor("cyborg_cell/ats-job-listings-api").call(run_input=run_input)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

JavaScript

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_API_TOKEN>' });
const input = {
  "companies": [
    "greenhouse:stripe",
    "https://jobs.lever.co/palantir",
    "https://jobs.ashbyhq.com/ramp"
  ],
  "keywords": [
    "engineer"
  ],
  "maxJobsTotal": 25
};
const run = await client.actor('cyborg_cell/ats-job-listings-api').call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

cURL

curl -X POST "https://api.apify.com/v2/acts/cyborg_cell~ats-job-listings-api/run-sync-get-dataset-items?token=<YOUR_API_TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"companies": ["greenhouse:stripe", "https://jobs.lever.co/palantir", "https://jobs.ashbyhq.com/ramp"], "keywords": ["engineer"], "maxJobsTotal": 25}'

FAQ

Is it legal to scrape ATS job boards?

This Actor reads the public job-postings APIs that these platforms provide so that companies can publish their own openings. It does not log in to anything, bypass any protection or collect candidate or other personal data, and it sends modest, rate-limited requests. Laws and website terms differ by country and by use, so you are responsible for how you use the data and for complying with the terms of the sources. This is not legal advice.

Do I need proxies or a browser?

No. The data comes from public endpoints, so there is nothing to unblock and no browser to run.

How does matching a company name or website work?

Name matching (ramp.com) guesses the board name and tries the platforms in the order above, so it can occasionally match a different company with the same name on a smaller platform. For a company with an unusual board name, paste its careers link for an exact match. Companies that do not use one of the eight platforms are not covered.

Are there platform-specific limits?

• Greenhouse does not publish employment type, workplace type or country, so those fields are empty for Greenhouse jobs.
• SmartRecruiters descriptions need one extra request per job; filters are applied first so only the jobs you keep are fetched.
• Workable posting dates are dates without a time (midnight UTC), and isRemote is only set when Workable marks the job as remote.
• Recruitee career sites on a custom domain (for example careers.bunq.com) cannot be traced back to the company; use recruitee:<name> or the <name>.recruitee.com link.
• Workday career sites need the exact link (for example https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite). By default each job's detail record is read too (exact location, date and description); turn on Fast mode to skip that on big employers. A Workday search returns at most 2,000 results, so use keywords to go deeper.

A company should work but does not. What now?

Open an issue on the Actor page with the company link and we will look at it.

Other Actors by the same author

• Single-platform scrapers: Greenhouse Jobs Scraper, Lever Jobs Scraper, Ashby Jobs Scraper, Workday Jobs Scraper, SmartRecruiters Jobs Scraper, Workable Jobs Scraper, Recruitee Jobs Scraper.
• Remote Jobs Scraper (RemoteOK, Himalayas, Jobicy, Arbeitnow): one feed from four remote job boards.
• Also by the same author: Email Validator, Website Screenshot API & URL to PDF Converter, YouTube Transcript Scraper.