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LinkedIn Jobs Scraper – $1 per 1,000 Jobs. No Login. AI Search.

Extract LinkedIn job listings with pay-per-result pricing, optional full job descriptions, and AI-powered natural language search. No LinkedIn account required.

💰 Pricing

• No setup fees, no subscriptions, no per-run charges
• Zero results = zero charge
• Description fetching is opt-in — only pay for it if you enable it

📋 Output

Each job is a separate dataset item (one row per job). Download as JSON, CSV, or Excel from Apify.

Standard fields (always returned):

Optional field (when fetchDescription: true):

🚀 How to Use

Simple search

{
"keywords":"Product Manager",
"location":"San Francisco Bay Area",
"maxPages":5
}

With job descriptions

{
"keywords":"Software Engineer",
"location":"New York",
"maxPages":3,
"fetchDescription":true
}

Note: Enable fetchDescription when you need to filter by description content downstream. Each description costs one extra request and $0.001.

AI-powered natural language search

Describe your search in plain English instead of filling out individual fields:

{
"naturalLanguageQuery":"senior product manager at Google or Meta in San Francisco, remote, posted last week",
"useNaturalLanguage":true,
"openaiApiKey":"your-openai-api-key",
"fetchDescription":true
}

More examples:

• "software engineer jobs in New York, entry level, full time"
• "data scientist positions at startups, remote, from last week"
• "marketing manager roles in Chicago or Austin, hybrid"

The AI (GPT-4-turbo) resolves company names to LinkedIn IDs, locations to geo IDs, and maps natural language filters to LinkedIn's search parameters. Falls back to regex parsing if the AI call fails.

Advanced filtering

{
"keywords":"Software Engineer",
"location":"United States",
"experienceLevel":["3","4"],
"workLocation":["2","3"],
"contractType":["1"],
"timePosted":"r604800",
"sortBy":"DD",
"maxPages":20,
"fetchDescription":true
}

Search by company names

{
"keywords":"Data Scientist",
"companyNames":["Google","Microsoft","Apple"],
"timePosted":"r604800",
"maxPages":10
}

⚙️ Input Reference

Search parameters

Filters

Behavior options

Tip: When fetchDescription is enabled, each job uses 2 requests (1 search + 1 detail). Set maxRequestsPerCrawl accordingly — e.g. 10 jobs needs at least 20 requests.

AI search (optional)

Advanced

❓ FAQ

Do I need a LinkedIn account? No. The actor uses LinkedIn's public guest API — no authentication required.

Is this legal? This actor only accesses publicly available job listings that anyone can view without logging in.

When should I use fetchDescription? When you need to filter jobs by their content — required skills, responsibilities, salary info embedded in the description, etc. If you only need titles, companies, and locations, leave it off to save cost and time.

What if I get zero results? You pay nothing. Charges only apply to successfully scraped jobs and descriptions.

How does the AI search work? Your query is sent to GPT-4-turbo which extracts job title, location, company, experience level, work type, and time frame, then resolves them to LinkedIn's internal IDs. If the AI call fails, a regex fallback handles the parsing.

Do I need an OpenAI key? Only for natural language search. All other input modes work without one.

Can I use my own proxies? Yes — pass proxyUrls in the proxy field, or use Apify's residential proxy network via useApifyProxy: true.