Company Jobs Scraper | Hiring Change Feed

What you can export

Use this company jobs and careers-page scraper for hiring research and alerts. Supply company domains, careers pages or supported Greenhouse, Lever, Ashby and Workable board URLs to export published openings and available job details.

Filter by title, location or published remote status. Compare a full prior snapshot to emit new, changed and observed-closed jobs; incomplete reads suppress closure inferences.

Try the shipped prefill

Use the input form's example values for a first run. Prefills are examples, not API defaults; check the billing and limits before starting.

{
  "companies": [
    "https://job-boards.greenhouse.io/practicebetter",
    "https://jobs.ashbyhq.com/onhires"
  ],
  "maxJobsPerCompany": 2
}

Input

Field	Type	Default	Description
companies	array	none	Company domains, careers URLs or direct supported ATS board URLs. Required; omitted or [] is refused at start. Null makes no requests.
titleKeywords	array	[]	Case-insensitive title substrings; any keyword may match. Null means no filter.
locationText	string	empty	Case-insensitive substring in any published location; null means no filter.
remoteOnly	boolean	false	Keep only jobs explicitly published as remote. Null means false; unknown remote status does not match.
maxJobsPerCompany	integer	100	Nonnegative cap on matched current jobs read and total rows delivered per distinct board. Null means 100; zero makes no requests.
baselineDatasetId	string	none	Optional read-only full snapshot dataset. Its presence enables monitor mode.

Filters combine: title AND location AND remote. Duplicate inputs and boards are exported once. The example prefill reads two jobs per board from two ATS families; it is a starting example, not an API default.

Omitting companies (including {}) or sending [] is refused before any run or charge. With other inputs valid, null succeeds with guidance and no rows; Actor Start still applies. No job rows means no dataset-item event; the platform may apply an Actor Start event according to the listing's pricing. Jobs are billed per 1,000 job rows. The Actor stops all further reads when the customer's maximum charge binds.

Job rows

One row is one job. Missing source fields are null; multiple locations remain an array. Source prose and structured compensation are preserved without currency conversion, annualization or inferred pay. Structured salary values carry the source's currency and period when given. Compensation text retains source lines that explicitly name salary, compensation or base pay and a currency. Other pay wording can remain only in the full description.

Field	Meaning
company	Source company name for Greenhouse/Workable; exact board token for Lever/Ashby, whose feeds do not publish a company name.
atsFamily	greenhouse, lever, ashby or workable.
boardToken	Board identifier from an observed URL; Ashby uses canonical lowercase identity.
jobId	Source stable job id, or Workable shortcode, as a string. Identity is (atsFamily, boardToken, jobId).
title	Published job title.
department / team	Published department and team, when present.
locations	Published location names; Workable city, region and country joined without geocoding.
remote	Boolean when explicitly published; Greenhouse location names containing “remote” give true, otherwise null. Hybrid/onsite Lever values give false.
employmentType	Published employment type; no inference from description.
compensation	Null or an object with structured (raw salary range/tiers) and text (exact extracted source text lines). Greenhouse pay-enabled details are read for matched jobs.
postedAt / updatedAt	Published absolute timestamps/dates; Lever epoch milliseconds become UTC ISO timestamps. Unknown values are null.
applyUrl	Published application URL; Greenhouse supplies the job's application landing.
description	Job description as text, including Lever lists and additional sections.
sourceUrl	Published job-page URL.
scrapedAt	UTC collection timestamp.
changeStatus	Monitor mode only: new, changed or closed.
changedFields	Changed rows only: sorted names of changed normalized content fields. Collection time is excluded.

Download JSON, CSV or Excel from the default dataset. Output links expose job rows and the ERRORS key-value record. No job applications are submitted.

Monitor jobs

First run without a baseline to make a full snapshot. Select its dataset in baselineDatasetId on a later run, using the same company boards and filters. Use a job limit large enough to read those boards completely. The baseline is never changed. Empty baselines are accepted with a warning and make all current jobs new. Unchanged jobs emit no row. Closed jobs copy their last known source content with a fresh scrapedAt and changeStatus: "closed". Closed rows are reported only when their last known content matches the current filters.

Closed jobs are emitted only when that company's current board is completely read. Failed pages/details, malformed rows, duplicates during pagination and truncated reads suppress closures. Workable closures additionally require the public board count to match the returned job identities; a failed count or mismatch suppresses closures. Jobs excluded by current filters remain present for closure checks; changing a filter never proves a job closed. No baseline company absent from this run is marked closed. A complete empty board may close previous jobs. The baseline must come from a full snapshot run. Rows carrying changeStatus are rejected. An empty dataset cannot reveal its mode from its rows; do not select an empty monitor delta, as every current job would then be new. Keep the original snapshot or make a new full snapshot for the next comparison. This is a comparison of two observations, not a historical feed of intermediate job changes.

Baseline resource selection requests only READ under LIMITED_PERMISSIONS. Apify's Actor permissions contract says Actors can access storages “users explicitly provide via the Actor input” and the run token permits only the requested operations.

Supported boards and limits

• Greenhouse: job-boards.greenhouse.io/<token> and boards.greenhouse.io/<token>.
• Lever: jobs.lever.co/<token>; offset pages are read until an empty page or the job cap.
• Ashby: jobs.ashbyhq.com/<token>; only listed jobs are exported.
• Workable: apply.workable.com/<token>; /j/<shortcode> alone is a job shortlink, not a company board.

Custom job portals, SmartRecruiters, Workday and iCIMS are outside this Actor's supported list. Unsupported inputs go to ERRORS. Some employers publish pay only in prose or omit employment type and dates. Direct anonymous HTTP is used; no login, browser or proxy is required by the measured feed contracts. Live boards can change during a read, so even a completed traversal is an observation rather than an atomic snapshot. Partial failures retain valid rows; an all-attempts-failed run fails with guidance. Input/baseline errors fail before company requests.