LinkedIn Job Scraper - Public Jobs, No Login

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Extract public LinkedIn job search results without a LinkedIn login. Provide keywords, location, company filters, date filters, work arrangement, job type, and seniority filters, then export structured job records to an Apify dataset.

What This Actor Extracts

This Actor opens LinkedIn public guest job endpoints and saves job records with:

• job title, job URL, and LinkedIn job ID
• company name, company URL, and optional company ID lookup
• job location, published time, application count, salary, benefits
• employment type, seniority level, industries, job function
• job description text and optional description HTML
• apply type and apply URL

Quick Start

1. Add one or more values to Keywords.
2. Set Location, for example Los Angeles Metropolitan Area.
3. Keep Max Jobs small for your first run, such as 20.
4. Keep Max Concurrency around 2-4 and Delay Between Requests above zero.
5. Run the Actor and export the dataset as CSV, Excel, JSON, or via API.

Example Input

{
"MainKeys":["Controller"],
"Location":"Los Angeles Metropolitan Area",
"Published_at":"Past week",
"Remote_or_OnSite":["Remote","Hybrid"],
"Job_Type":["Full time"],
"Experience_Level":["Entry level","Associate"],
"maxItems":20,
"maxListPages":5,
"maxConcurrency":3,
"maxRetries":3,
"requestDelaySecs":2,
"includeDescriptionHtml":true,
"includeNoResultRecords":true,
"resolveCompanyIds":true
}

Output Preview

Stability Recommendations

Public LinkedIn pages can throttle aggressive traffic. The Actor is configured for stability rather than maximum speed:

• low default concurrency
• request delay with random jitter
• session and cookie persistence
• retries and failed request records
• basic detection for rate-limit, sign-in, verification, and blocked pages

Use Apify Proxy when you need consistent network routing, and start with small test runs before increasing maxItems.

Notes

This Actor works with public LinkedIn job pages that are available without login. It does not log into LinkedIn, bypass access controls, or solve verification challenges.