All Jobs Scraper - 19 Job Boards in One

One call for live job data across the whole market. This bundle scrapes 19 job boards inside one Actor run, merges their results, dedupes within the run by normalized identity and URL, and returns one canonical six-root dataset.

Claude / Codex skill to describe and setup this actor: SKILL.md

This is an unofficial scraper bundle. It is not affiliated with LinkedIn, Hacker News, Y Combinator, EURES, EURAXESS, the United Nations, or any other listed board or employer.

Sources included

Source key	Coverage
linkedin	LinkedIn public job search
ai_jobs_net	AI, ML and data jobs
builtin	US tech and startup jobs from Built In
remote_boards	RemoteOK, Remotive, WeWorkRemotely and Himalayas
hackernews	Hacker News Who Is Hiring
ycombinator_was	Y Combinator Work at a Startup
wttj	Welcome to the Jungle (France/EU tech)
justjoinit	JustJoin.IT (Poland/EU tech)
nofluffjobs	No Fluff Jobs (Poland/EU tech)
infojobs	InfoJobs (Spain)
tecnoempleo	Tecnoempleo (Spain tech)
eures	EURES - the EU-wide public job portal
euraxess	EURAXESS research and academic positions
jobs_ac_uk	jobs.ac.uk (UK academic and research)
ikerbasque	Ikerbasque research positions (Basque Country)
math_ku_phd	University of Copenhagen mathematics PhD calls
un_careers	United Nations careers
reliefweb	ReliefWeb humanitarian jobs
impactpool	Impactpool international-development jobs

No API keys are needed for any source — every board is scraped without bring-your-own-key requirements.

Company ATS Actors like Greenhouse, Lever, Ashby and Workable are not included because they require buyer-supplied company lists. Wellfound and Academic Positions are excluded because they need full-browser anti-bot sessions that do not fit this bundle's lightweight in-process design.

How the bundle works

This is a bundle Actor. Every selected source runs inside this Actor — no separate child runs or stacked fees. EURAXESS uses its lifecycle-free fleet-v2 adapter; legacy collectors are conservatively mapped and validated at the outer boundary. Source failures are isolated and recorded in RUN-SUMMARY.

Use sources to run a cheaper subset, keyword to filter sources that support free-text search, and location to focus location-aware sources (LinkedIn, AI Jobs, UN Careers, Impactpool); leave it empty for worldwide results.

Local integration status

The fleet-v2 bundle described here is a local, unreleased mixed-fleet integration. These files are not evidence that the Store Actor has been deployed or migrated. Dedupe is limited to records in the current run; cross-run inventory and dedupe remain disabled and deferred.

The shared runtime is installed from the checked-in nomad-job-scraper-core==1.1.22 wheel, whose exact SHA-256 is pinned in requirements.lock; no Actor-local core source copy is shipped.

Input example

{
  "keyword": "software engineer",
  "maxItemsPerSource": 10,
  "maxItems": 50
}

Output fields

Breaking fleet-v2 output: every dataset item uses the canonical six-root nomad-agent-job-v1 contract. Flat rows and diagnostic pseudo-jobs are not emitted.

Abbreviated root layout (actual data objects contain every canonical field):

{
  "schemaVersion": "nomad-agent-job-v1",
  "identity": {"source": "linkedin", "externalId": "123456", "url": "https://example.com/job/123456"},
  "data": {"title": "Software Engineer", "company": {"name": "Example Inc."}},
  "custom": null,
  "llm": {"status": "not_requested", "requestedFields": [], "filledFields": [], "provider": null, "model": null, "promptVersion": null, "completedAt": null},
  "raw": {"description": "Complete posting body...", "descriptionHtml": null}
}

Unknown fields are null; empty arrays are used only for source-established emptiness. Run status and per-source counters are persisted as RUN-SUMMARY.

Python client

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("nomad-agent/all-jobs-scraper").call(run_input={
    "keyword": "engineer",
    "maxItems": 50,
})

items = client.dataset(run["defaultDatasetId"]).list_items().items
print(len(items), items[:1])

cURL

curl -X POST \
  "https://api.apify.com/v2/acts/nomad-agent~all-jobs-scraper/run-sync-get-dataset-items?token=<YOUR_APIFY_TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"keyword":"engineer","maxItems":50}'

Cost note

You pay only this bundle's pay-per-event pricing: one actor-start per run plus one result event per unique job delivered. All 19 sources are scraped in-process — there are no additional child-actor charges and no API keys to buy. Use sources, maxItemsPerSource and maxItems to control spend, and a "Maximum cost per run" limit is honored (the run stops delivering at the cap).

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From the maker of Oink — an open-source, AI-powered job-search bot for Telegram that runs on these Actors. Try the free bot, get a managed instance at oinkjobsearch.com, or browse the full catalog of 50+ Actors.