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LinkedIn Scraper: Profiles, Companies, Posts & Jobs

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Scrape public LinkedIn profiles, company pages, posts and jobs from their URLs. No account, no cookies, no browser. Get names, experience, company size, industry, post text, reactions, comments, and job listings with descriptions and salaries. Export to JSON, CSV or Excel, or use the real-time API.

Pricing

from $2.10 / 1,000 company page scrapeds

Rating

5.0

(1)

Developer

Data Forge

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

Changelog

All notable changes to this Actor are documented here. Versions follow the Actor's MAJOR.MINOR build versions.

0.3 (2026-09-28)

LinkedIn jobs. The title is now "LinkedIn Scraper: Profiles, Companies, Posts & Jobs".

Job URLs (jobUrls): /jobs/view/<id> (with or without the title), /comm/jobs/view/…, any jobs URL with currentJobId=, or a bare job id → one job item with its details, read from LinkedIn's 23–80 KB guest job page: description, employment type, industry, seniority, job function, applicants, pay range (parsed into salary_min, salary_max, salary_currency, salary_period), Easy Apply, closed for jobs that no longer accept applications, numeric company id, and the job poster when shown. An unknown id gives NOT_FOUND.
Jobs search URLs (jobSearchUrls): LinkedIn jobs search URLs with any filters, job listing pages (/jobs/<slug>) and a company's See jobs link → one row per job (title, company, location, posted_at, logo), 10 jobs per request, up to maxJobs (1–1,000, default 25). A /jobs/search URL without a location covers the whole world; a job listing page is searched in the location LinkedIn picks for it (for example the United States), so add location= to it or use a /jobs/search URL for another location. Only the search parameters of a URL are used (keywords, location, f_* filters, distance, sort order): tracking and job-alert sign-in tokens never reach LinkedIn or source_url, and two alerts of the same saved search are one list. /jobs/collections/… gives INVALID_INPUT.
Company open jobs (includeCompanyJobs): the jobs behind the company page's See jobs button (operation companies.jobs). A company without open jobs has no button and costs no extra request.
Job details for lists (includeJobDetails): one more small request per job, and the row's posted_at is kept. A detail that fails every retry (or answers 404) still saves its row, with the list page as its source_url, plus the error item.
Paging: up to 3 list pages fetched ahead per search; no page past maxJobs, the exact total or LinkedIn's 1,000 results. A list page blocked on every retry gives a BLOCKED item (a server or network error gives INTERNAL_ERROR) and the list goes on with the pages it would have fetched next (1, or up to 3 after a job listing page), so one failure doesn't drop the pages after it; it stops when the search's first list page fails (a job listing page's continuation goes on), when that next page fails too, and at once after an error LinkedIn would repeat (HTTP 4xx), so persistent failures cost a few requests, not the whole list.
Deduplication: a job found by several searches or companies of a run is output and charged once (kept across migrations: a job is recorded only once its item is saved, and the record is saved again after the pages in flight finish), and a job listed in jobUrls is never also output as a row.
Pay-per-event: new events job (a job with details, $1.00 per 1,000 down to $0.70 on Gold) and job_card (a list row without details, $0.30 down to $0.21). Each job is charged one event, never both.
Standby: GET /v1/jobs/enrich?li_job_url= and GET /v1/jobs/search?li_job_search_url=&page=&page_size=&include_job_details= (a JSON array; request pages until []), also accepting linkedin_job_url and linkedin_job_search_url as parameter names; max_results=n returns the first n jobs (1–100) in one call. /v1/companies/enrich takes include_jobs, max_jobs (1–100) and include_job_details and returns jobs. Job lists fetch up to 5 pages at a time and stop at the end of the list once a page shows it. A partial result, on any endpoint, answers 200 with what it has and the headers X-Results-Incomplete and X-Results-Incomplete-Reason (blocked, error, budget, timeout). The run's maximum cost is checked before anything is downloaded: a call it can't pay for answers 402 without any request to LinkedIn, and a job list stops at the jobs that fit. INVALID_INPUT messages name the API's endpoints and parameters.
Schemas: dataset schema with the job entity, the jobs.enrich, jobs.search and companies.jobs operations, the job fields, a Jobs view and a Job details view with the description, salary and poster (title and linkedin_job_url added to Overview); input schema Jobs section; output schema jobs and job_details links; OpenAPI 0.3.0 with the job routes, Job schema and incomplete-result headers.
README: LinkedIn jobs scraper sections (job data, how to scrape jobs, company jobs, details and salaries, daily monitoring), job output examples, Standby job endpoints, prices and FAQs.

0.2 (2026-09-27)

Fixes from the pre-release review.

Name: the Actor is now linkedin-scraper (title "LinkedIn Scraper: Profiles, Companies & Posts"). API paths and the Standby URL use the new name: <username>~linkedin-scraper, https://<username>--linkedin-scraper.apify.actor.
README: rewritten for search: keyword-first intro, question-style headings, Python and JavaScript sections, a comparison table, prices and a longer FAQ.
Standby: each call now uses only its own query parameters. Before, the URLs saved in the run's input (for example a Task's prefilled examples) could be scraped and charged instead of the requested one.
Standby: charged only after the answer is sent; a disconnect or timeout stops the call at once. A 402 now carries error_label: LIMIT_REACHED.
Max cost per run: all events share one budget, reserved before each save, so pages finishing in parallel or mixing events (a company with its posts) can no longer save or charge beyond the limit. The final status message says when the run stopped on the limit.
Input: a stray % in a handle no longer fails the whole run (it becomes an INVALID_INPUT item). Handles and URL prefixes are case-insensitive (JBalada = jbalada, fetched once). An encoded slash (/in/x%2Fy) no longer resolves to a different profile. INVALID_INPUT items carry the input value as source_url instead of "".
Posts: urn:li:share: and urn:li:ugcPost: URLs are read from the ~24 KB embed page when comments are not requested. Plain reposts keep the counts shown on their card; a comment with only LinkedIn's hidden like counter gets comment_like_count: 0.
Memory: default 512 MB, minimum 256 MB (measured peak for profile batches at 10 parallel pages was above 256 MB).
Docs and schemas: company fields featured_employees, affiliates, li_employees_url and li_job_search_url added to the dataset and OpenAPI schemas; fields never produced (repost_count, comment_reply_count) removed; the OpenAPI spec now matches the server's responses (including 402, 405, 504).

0.1 (2026-09-27)

Initial release.

Scrapes the LinkedIn URLs you provide, logged out: profiles (/in/…), company pages (/company/…) and posts (/posts/…, /feed/update/…, /embed/…, /pulse/… or a bare activity id). No account, no cookies, no search-engine discovery. School, directory and activity-feed pages are out of scope.
Fast and cheap: plain HTTP with a browser TLS fingerprint (no headless browser), each page parsed once, 256 MB default memory, one request per URL. Posts without comments are read from the ~24 KB embed page.
From the same page, no extra request: recent posts of a profile or company (includeProfilePosts, includeCompanyPosts), the first public comments of a post (includeComments), featured employees and similar pages of a company.
Output: flat snake_case field names (li_* for people and companies, linkedin_* for posts and comments) plus provenance fields (entity_type, operation, input, source_url, scraped_at). Unknown fields are omitted, never null. Failures produce error items (INVALID_INPUT, NOT_FOUND, BLOCKED, INTERNAL_ERROR).
Blocks handled: HTTP 999, sign-in walls and 429s are retried on a fresh residential IP.
Standby API: GET /v1/people/enrich, /v1/companies/enrich, /v1/posts/enrich with a JSON error body (error_label, message, status_code); charged only when the answer is delivered.
Pay-per-event events: person, company, post, comment. Errors are never charged.

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