LinkedIn Jobs Scraper - Extract Job Listings Without Login

Scrape thousands of LinkedIn job listings without login, cookies, or API key. Get complete job data including title, company, salary, full description, and direct application link. Pay only $2 per 1,000 results -- the most affordable LinkedIn jobs API on the market.

Why Choose This LinkedIn Jobs Scraper?

• No Login Required -- Accesses LinkedIn's public jobs endpoint. Zero risk to your LinkedIn account.
• No API Key Needed -- Start scraping in 60 seconds. No OAuth, no tokens, no setup.
• Complete Job Data -- Title, company, salary range, full HTML description, apply URL, seniority, industry.
• Powerful Filters -- Filter by job type, experience level, remote/hybrid/on-site, salary range, Easy Apply, date posted, and company.
• Fast Extraction -- 1,000 jobs in approximately 5 minutes with automatic retry logic.
• Export to Any Format -- JSON, CSV, Excel, XML. Integrate with Google Sheets, Airtable, Zapier, Make, or your own pipeline.
• Pay Per Result -- $2/1K results. No monthly subscription, no minimum commitment.

What Data Do You Get?

Field	Description	Example
title	Job title	Senior Software Engineer
company	Company name	Google
location	Job location	San Francisco, CA
salary	Salary range (when available)	$180,000 - $250,000/yr
description	Full job description (text)	We're looking for a Senior...
descriptionHtml	Job description (HTML format)	<p>We're looking for...</p>
employmentType	Employment type	Full-time, Part-time, Contract
seniorityLevel	Seniority level	Entry, Mid-Senior, Director, Executive
jobFunction	Job function	Engineering, Marketing, Sales
industries	Company industry	Technology, Information and Internet
applicants	Number of applicants	Over 200 applicants
postedDate	Posting date	2026-03-01
jobUrl	Direct link to job posting	https://linkedin.com/jobs/view/...
companyUrl	Link to company page	https://linkedin.com/company/...
applyUrl	Direct application URL	https://careers.google.com/...

Use Cases

• Job Boards & Aggregators -- Build your own Indeed or Glassdoor by aggregating LinkedIn jobs into your platform.
• Market Research & Hiring Trends -- Analyze which roles, skills, and locations are in demand across industries.
• Salary Benchmarking -- Compare salary ranges across companies, roles, and locations for compensation planning.
• HR & Talent Analytics -- Track competitor hiring patterns to predict company strategy and growth.
• Lead Generation -- Companies that are hiring are growing -- and growing companies buy software, services, and tools.
• Recruitment & Staffing -- Source fresh job listings for your candidates and match them automatically.
• Academic Research -- Study labor market dynamics, remote work trends, and skill demand over time.

Available Filters

Filter	Options
Keywords	Any job title, skill, or keyword
Location	City, state, country, or "remote"
Job Type	Full-time, Part-time, Contract, Temporary, Volunteer, Internship
Experience Level	Internship, Entry-level, Associate, Mid-Senior, Director, Executive
Workplace Type	On-site, Remote, Hybrid
Date Posted	Past 24 hours, Past Week, Past Month
Salary Range	$40K+, $60K+, $80K+, $100K+, $120K+, $140K+, $160K+, $180K+, $200K+
Easy Apply	LinkedIn Easy Apply jobs only
Company	Filter by specific company IDs

Input Example

{
    "keywords": "Software Engineer",
    "location": "San Francisco",
    "jobType": ["full-time"],
    "experienceLevel": ["mid-senior"],
    "workplaceType": ["remote", "hybrid"],
    "datePosted": "past-week",
    "maxItems": 500,
    "includeDescription": true
}

Output Example

{
    "jobId": "3847291056",
    "title": "Senior Software Engineer",
    "company": "Google",
    "location": "San Francisco, CA",
    "salary": "$180,000 - $250,000/yr",
    "description": "We're looking for a Senior Software Engineer to join our Cloud Platform team...",
    "descriptionHtml": "<div><p>We're looking for a Senior Software Engineer...</p></div>",
    "employmentType": "Full-time",
    "seniorityLevel": "Mid-Senior level",
    "jobFunction": "Engineering and Information Technology",
    "industries": "Technology, Information and Internet",
    "applicants": "Over 200 applicants",
    "postedDate": "2026-03-01",
    "jobUrl": "https://www.linkedin.com/jobs/view/3847291056",
    "companyUrl": "https://www.linkedin.com/company/google",
    "applyUrl": "https://careers.google.com/jobs/results/123456"
}

Pricing

Volume	Cost	Per Job
1,000 jobs	$2.00	$0.002
10,000 jobs	$20.00	$0.002
100,000 jobs	$200.00	$0.002

Free tier available on Apify's free plan -- try before you buy.

No monthly subscription. No minimum commitment. Pay only for what you scrape.

Alternatives Comparison

Feature	This Actor	PhantomBuster	Bright Data	Manual Search
No Login Required	Yes	No	No	No
No API Key	Yes	No	No	N/A
Full Job Description	Yes	Limited	Yes	Yes
Salary Data	Yes	Limited	Yes	Yes
Bulk Export (JSON/CSV)	Yes	Yes	Yes	No
Price per 1K jobs	$2	$69/mo plan	$500/mo plan	Free (manual)
Speed	1K in 5 min	1K in 15 min	1K in 10 min	~50/hour
Filters (type, level, salary)	Yes	Limited	Yes	Yes
Scheduling & Webhooks	Yes (Apify)	Yes	Yes	No

FAQ

Do I need a LinkedIn account? No. This scraper uses LinkedIn's public job listings endpoint. No account, login, or cookies are needed.

Is scraping LinkedIn jobs legal? This actor only accesses publicly available job listing data that anyone can view without logging in. It does not access private profiles or authenticated content.

How many jobs can I scrape per run? There is no hard limit on our side. LinkedIn typically returns up to 1,000 results per search query. For larger datasets, use multiple keyword and location combinations.

Can I schedule automatic daily runs? Yes. Apify has built-in scheduling. Set it to run daily, weekly, or at any custom interval. Results can be sent via webhook, email, or API.

What about rate limiting? The scraper handles rate limiting automatically with intelligent delays and retry logic. Residential proxies are used for best reliability.

Can I integrate this with my application? Yes. Use the Apify API to trigger runs, fetch results, and integrate with any programming language. SDKs available for Python, JavaScript, and more.

How fresh is the data? Every run scrapes live data directly from LinkedIn. Results are always current as of the run time.

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