LinkedIn Jobs Scraper — No Login, No Cookies, No API Key

Scrape LinkedIn job listings at scale by keyword and location. Type a search term like you would on LinkedIn (software engineer, registered nurse, data analyst) and get back thousands of structured job postings — no login, no cookies, no LinkedIn account, and zero account-ban risk.

This actor reads LinkedIn's public "jobs-guest" pages (the same listings LinkedIn shows to logged-out visitors), so there are no credentials to manage and nothing to get flagged.

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What you get for every job

Field	Example
title	Senior Software Engineer
companyName	Stripe
companyUrl	https://www.linkedin.com/company/stripe
companyLogo	https://media.licdn.com/…
location	San Francisco, CA
salary	$180,000 – $240,000
postedDate / postedAgo	2026-07-09 / "2 days ago"
jobUrl / applyUrl	https://www.linkedin.com/jobs/view/4407498584/
seniorityLevel	Mid-Senior level
employmentType	Full-time
jobFunction	Engineering, Information Technology
industries	Software Development
applicants	27
descriptionText / descriptionHtml	Full job description (plain + HTML)

Turn "Scrape full job details" off for a faster, lighter run that returns just the job cards (title, company, location, salary, link).

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Input — dead simple

You only need a search term. Everything else has smart defaults.

{
  "searchTerm": "software engineer",
  "location": "United States",
  "datePosted": "pastWeek",
  "workplaceTypes": ["remote"],
  "experienceLevels": ["mid-senior"],
  "jobTypes": ["full-time"],
  "sortBy": "date",
  "maxItems": 500,
  "fetchDetails": true
}

Option	What it does
Search keywords	Job title / skill / keyword (required).
Location	City, region, or country. Leave blank for worldwide.
Date posted	Any time · Past 24 hours · Past week · Past month.
Workplace type	On-site · Remote · Hybrid (pick any).
Experience level	Internship → Executive (pick any).
Job type	Full-time · Part-time · Contract · Temporary · Internship · Volunteer.
Sort by	Most relevant or most recent.
Max jobs	Cap the number of results (0 = as many as LinkedIn serves, ~1000/search).
Scrape full job details	On = full descriptions + criteria; Off = fast card-only mode.

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Use cases

• Job boards & aggregators — feed fresh LinkedIn listings into your own site.
• Recruiting & sourcing — track roles at target companies and competitors.
• Market & salary research — analyze demand, titles, and pay ranges by region.
• Sales lead-gen — companies that are hiring are companies that are spending. Every record includes the hiring company + its LinkedIn URL.
• Job-alert automation — schedule the actor, filter by "Past 24 hours", pipe new jobs to Slack/email/Google Sheets.

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How it works & how to export

The actor pages through LinkedIn's public guest search endpoint, deduplicates by job ID, and (optionally) opens each posting to pull the full description and criteria. Results stream into the Dataset, which you can browse in the Output tab and export to CSV, JSON, Excel, or via API — or push straight to Google Sheets, Airtable, and 5000+ apps through Apify integrations.

Tips & limits

• LinkedIn's public job search serves up to ~1000 results per query. To pull more, split by location or by narrower keywords/filters and run again.
• LinkedIn rate-limits hard. Apify Proxy is on by default. If you hit throttling (HTTP 999) on large runs, switch the proxy group to RESIDENTIAL.
• This actor only reads public, logged-out job pages. It never logs in and never touches private data.

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Not affiliated with or endorsed by LinkedIn. Scrapes only publicly available information. Use responsibly and in line with applicable laws and terms.