LinkedIn Jobs Scraper (Cheap): Public Job Postings, No Login

A cheaper alternative to the popular LinkedIn jobs scrapers on Apify, with the same main input and the same output fields. Paste the input you already use (urls, limitPerSource, keywords, location...) and get jobs with the same field names and order. It reads only LinkedIn's public, logged-out job and company pages: no account and no cookies.

Price

	This Actor	Popular LinkedIn jobs scraper, paid Apify plans	Same scraper, free Apify plan
1,000 jobs	$0.55	$1.00	$2.00
10,000 jobs	$5.50	$10.00	$20.00
Actor start	$0.0005	$0.00005	$0.00005
Company details	included	included	included

Failed jobs (error rows) are free here. Other Actor's prices as listed on Apify on 2026-11-05.

This Actor is cheaper from 2 jobs per run against paid plans, and from the first job against the free plan.

What data do you get?

One record per job:

• id, trackingId, refId, link, title
• companyName, companyLinkedinUrl, companyLogo
• location, postedAt, benefits (e.g. "Actively Hiring")
• descriptionHtml, descriptionText
• applicantsCount (string, e.g. "25"; "200" means over 200), applyUrl (always empty when logged out), salary
• jobPosterName, jobPosterTitle, jobPosterPhoto, jobPosterProfileUrl (only when the posting shows a poster)
• seniorityLevel, employmentType, industries, and jobFunction when the posting shows it
• inputUrl
• companyAddress, companyWebsite, companySlogan, companyDescription, companyEmployeesCount (when scrapeCompany is on, the default, and the company page shows them)

{
  "id": "4432486930",
  "link": "https://www.linkedin.com/jobs/view/senior-python-developer-at-unis-4432486930?position=10&pageNum=0",
  "title": "Senior python developer",
  "companyName": "UNIS",
  "location": "Irvine, CA",
  "postedAt": "2026-06-24",
  "benefits": [],
  "applicantsCount": "108",
  "applyUrl": "",
  "salary": "$60.00/hr - $100.00/hr",
  "seniorityLevel": "Not Applicable",
  "employmentType": "Full-time",
  "industries": "Truck Transportation"
}

Input

Either search URLs:

{ "urls": ["https://www.linkedin.com/jobs/search/?keywords=python%20developer&location=United%20States"], "limitPerSource": 100 }

Or filters, when urls is empty: keywords, location, geoId, distance, datePosted, companyIds, under10Applicants.

Get the URL from an incognito window at https://www.linkedin.com/jobs/search, so that it is the public version of the search. Classic URL filters such as f_E, f_JT and f_WT go straight to the public search.

Get only new jobs on a schedule

Set datePosted to past24Hours (or f_TPR=r86400 in the URL) and schedule a daily run. Jobs seen in two searches of one run are returned once.

Limits

• LinkedIn's public search stops at about 1,000 jobs per search. Splitting a search by city (splitByLocation) is not supported; pass several URLs with different locations instead.
• autoConvertToAiSearch is accepted but does nothing.
• If a company page cannot be read after several attempts, its jobs are still returned, without the company fields. The run log shows how many.
• Results are what a logged-out visitor sees, which can differ from a logged-in search.
• A search with no match can return LinkedIn's generic suggestions instead of nothing.
• Job poster fields are personal data. Handle them according to the privacy rules that apply to you.