Job Board Scraper - LinkedIn, Indeed, Glassdoor & More

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This job scraper pulls listings from 8 job boards in a single run — LinkedIn, Indeed, Glassdoor, Google Jobs, ZipRecruiter, Bayt, BDJobs, and Naukri — and returns one clean, deduplicated row per job: title, company, location, salary (min/max/interval/currency), remote flag, job type, posting date, full description, and company info (industry, size, rating, logo, URL). Search by keyword + location, filter by remote / job type / how recently posted, and export to CSV, JSON, or Excel.

Built for recruiters & staffing agencies, job boards & aggregators, market researchers, and sales teams tracking hiring signals who need one consolidated, structured jobs feed instead of scraping each site separately.

Why use this

• 8 boards, one run — LinkedIn + Indeed + Glassdoor + Google Jobs + ZipRecruiter + Bayt + BDJobs + Naukri, merged into one dataset.
• Deduplicated — the same job posted to multiple boards is collapsed to one row (kept from the most complete source).
• Resilient — a slow or temporarily-blocked board is skipped on a timeout so the run still finishes with everything the other boards returned (no hung runs, no all-or-nothing failures).
• Rich fields — salary range, remote flag, job type, posting date, full description, plus company industry / size / rating / logo.
• Multi-search — pass several search terms in one run; results are merged and deduped.
• Flexible filters — remote-only, job type, posted-within-N-hours, distance, country, Easy Apply, and more.
• Export anywhere — CSV, JSON, Excel, or pipe to Google Sheets / your CRM.

How to use it

1. Enter a search term (job title/keywords) and a location (or leave location empty for anywhere).
2. Pick the boards to scrape and a max results per board.
3. Optionally filter: remote-only, job type, posted-within-N-hours, distance, country.
4. Run → get a clean, deduplicated jobs table.

Input

Example input:

{
"searchTerm":"data analyst",
"location":"Austin, TX",
"sites":["linkedin","indeed","glassdoor","google"],
"maxResults":50,
"isRemote":true,
"hoursOld":168
}

JSON output sample

{
"id":"in-1234567890",
"title":"Senior Data Analyst",
"company":"Acme Corp",
"location":"Austin, TX",
"site":"indeed",
"job_type":"fulltime",
"is_remote":true,
"date_posted":"2026-06-20",
"salary_min":95000,
"salary_max":125000,
"salary_interval":"yearly",
"salary_currency":"USD",
"company_industry":"Information Technology",
"company_rating":4.1,
"job_url":"https://www.indeed.com/viewjob?jk=...",
"description":"We are looking for a Senior Data Analyst ...",
"emails":"careers@acmecorp.com",
"search_term":"data analyst",
"scraped_at":"2026-06-26T10:00:00+00:00"
}

Results render as a clean, sortable table on the Output tab and export to CSV, JSON, or Excel.

Use cases

• Recruiting & staffing — pull every open role for a title/location across boards into one pipeline.
• Job boards & aggregators — backfill and keep a niche board fresh from multiple sources.
• Hiring-signal sales — companies actively hiring for a role = a buying signal; target them.
• Labor-market research — salary ranges, remote share, and demand by title/location/region.
• Personal job hunt — one deduped feed instead of refreshing eight sites.

Use with AI agents & automation

Run from the Apify MCP server so AI agents (Claude, ChatGPT, Cursor) can pull jobs as a tool call, schedule runs via Make, n8n, or Zapier to alert on new postings, or sync the dataset to Google Sheets for a live jobs dashboard. Clean flat JSON drops into ATS/CRM pipelines with no glue code.

Pricing

Pay-per-event — you're charged per job delivered (the job-scraped event). You only pay for the deduplicated jobs that land in your dataset; failed/empty boards cost nothing. See the Apify Store page for the current per-job price.

FAQ

Where does the data come from? Public job listings on LinkedIn, Indeed, Glassdoor, Google Jobs, ZipRecruiter, Bayt, BDJobs, and Naukri, via the open-source JobSpy engine.

Do I need proxies? Residential proxies are recommended for LinkedIn / Indeed / Glassdoor to avoid blocks. The actor is preconfigured to use Apify Residential proxies.

Why did one board return nothing? Boards occasionally rate-limit or change their markup. The actor skips a slow/blocked board on a timeout and still returns results from the others — re-run in a minute if a specific board matters.

Can I search multiple titles at once? Yes — use searchTerms (an array). Results are merged and deduplicated. Capped at 5 to control cost.

Can I export to CSV or Google Sheets? Yes — CSV, JSON, or Excel from the Output tab, or sync to Google Sheets via Make, n8n, or Zapier.

Other Flash Scrape scrapers

• Indeed Jobs Scraper — single-board Indeed listings
• LinkedIn Jobs Scraper — single-board LinkedIn postings
• Google Maps Leads Scraper — local business leads
• Trustpilot Reviews Scraper — company reviews