LinkedIn Jobs Scraper – Cheapest, No Proxy Needed

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Scrape LinkedIn job listings by keyword and location without logging in, without cookies, and without passing proxy costs on to you. This Actor calls the same public "guest search" endpoint LinkedIn's own jobs page uses for pagination, parses the results, and returns clean, flat job records — title, company, location, posted date, and the job's direct URL. Try it on the LinkedIn Jobs search page with any keyword and location combination, then run the same search here to get structured data instead of a web page. Like every Apify Actor, it comes with a ready-made API, scheduling, webhooks, and integrations with Zapier, Make, and Google Sheets — no scraping infrastructure to maintain yourself.

Why use LinkedIn Jobs Scraper?

LinkedIn job listings are useful for more than job hunting:

• Recruiters and sourcers can monitor competitor hiring activity and track which companies are growing which teams.
• Market researchers can analyze hiring trends by role, skill, or region over time.
• Job boards and aggregators can pull fresh listings into their own product.
• Job seekers can build custom alerts and dashboards beyond what LinkedIn's UI offers.

This is the cheapest way to get LinkedIn job data on Apify: the guest search endpoint works identically with no proxy, a datacenter proxy, or a residential proxy, so there's no expensive proxy cost baked into the price. No LinkedIn account, login, or cookies required.

How to use LinkedIn Jobs Scraper

1. Click Try for free or Start to open the Actor.
2. Enter your search keywords (e.g. "React developer") and, optionally, a location (e.g. "United States").
3. Set Max results to cap how many job listings to fetch.
4. Click Start and wait for the run to finish.
5. Open the Output tab or Dataset to view, download, or export your results (JSON, CSV, Excel, HTML, and more).

Input

See the Input tab for the full schema. Key fields:

Example input:

{
"keywords":"React developer",
"location":"United States",
"maxResults":50
}

Output

Each item in the dataset is a flat job record:

{
"title":"Senior React Developer",
"company":"Acme Corp",
"location":"Remote",
"postedDate":"2026-06-15",
"jobUrl":"https://www.linkedin.com/jobs/view/senior-react-developer-at-acme-corp-1234567890",
"searchKeywords":"React developer"
}

You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

Data fields

Pricing

This is the cheapest LinkedIn job scraper on Apify to run because it doesn't need a paid proxy to work reliably — there's no hidden proxy markup in the price. How much it costs to scrape LinkedIn jobs with this Actor depends on how many results you request: pricing is based on Pay-Per-Event, billed per run and per job scraped, so you only pay for the data you get. Check the Pricing tab for exact rates, and the free tier of Apify's platform for monthly included usage.

Tips and advanced options

• Keep maxResults close to what you actually need — each page of 10 jobs is one extra request, and PPE billing is per job scraped.
• Try narrower keyword phrases (e.g. "senior React developer remote") to cut down on irrelevant results before they're billed.
• Run this Actor on a schedule to track new postings for a role over time, and feed the dataset into Zapier, Make, or a Google Sheet via Apify's integrations.

FAQ

Is this legal? This Actor only reads publicly accessible job listing data exposed by LinkedIn's own guest search endpoint. You are responsible for using the data in line with LinkedIn's Terms of Service and applicable law in your jurisdiction.

Why does it not need a proxy? The guest search endpoint is LinkedIn's own unauthenticated pagination API for its public job search UI — it doesn't gate on login or cookies. Apify Proxy is still used by default for IP hygiene and rate-limit safety at larger scale.

Known limitations: LinkedIn's guest search may fall back to generic/popular results instead of returning zero for an obscure or nonsense keyword, so an empty result set is not always a reliable signal of "no jobs" vs. a temporary block.

Found a bug or have a feature request? Use the Issues tab on this Actor's page. Need a custom version or a related scraper? See the companion LinkedIn Profile Scraper Actor, or get in touch for a custom solution.