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Jobs Scraper for LinkedIn - No Cookies — LinkedIn | Lagic

Built For

Extract LinkedIn job listings data without needing an account or cookies.

Curated by Lagic·Verified working

Configure Agent

Search keywords for jobs

location (e.g.,United States)

Page number for pagination (starts from 1)

Filter by workplace type

Sort order for job listings

Show results on Past month/week/day

Filter by experience level

Show only LinkedIn Easy Apply jobs

Results to deliver

400 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

Lagic Proxy

Country auto-rotated. Need a specific region? Contact support.

Pricing

4 credits per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

Job Title and Full DescriptionCompany Name and LinkedIn URLJob Location (City/Country)Salary Range (if provided)Applicant Count (if provided)Work Type (Onsite, Remote, or Hybrid)
Sample Text...https://...820100921009510094
Sample Text...https://...424100931009510092
..................
Exports as:CSVXLSXJSON

Overview

Scrape public job listings from LinkedIn using keywords and location. Get details like salary, applicant count, required skills, and company information for market research or lead generation.

This tool extracts detailed information from LinkedIn job postings based on your search criteria. It's designed for recruiters, sales teams, market analysts, and job seekers who need structured data about the hiring landscape without requiring a LinkedIn account or managing cookies. ### How it Works You provide search keywords, a location, and can apply several filters to narrow down the results. These filters include workplace type (remote, hybrid, or onsite), experience level (from internship to executive), and how recently the job was posted. You can also specify if you only want to see jobs with LinkedIn's "Easy Apply" feature or those with fewer than 10 applicants. ### What You Get The output is a clean dataset of job listings. For each job, you'll receive the title, full description, salary information (if available), applicant count, required skills, and whether it's an "Easy Apply" position. You also get crucial company information, including the company's name and a direct link to their LinkedIn page. This data is ideal for building targeted lists for sales outreach, analyzing competitor hiring strategies, or creating a personalized job search database.

Key Capabilities

  • Job Title and Full Description
  • Company Name and LinkedIn URL
  • Job Location (City/Country)
  • Salary Range (if provided)
  • Applicant Count (if provided)
  • Work Type (Onsite, Remote, or Hybrid)
  • List of Benefits and Job Insights
  • Required Skills
  • Whether it's a promoted job listing
  • Whether it uses LinkedIn Easy Apply
  • Direct URL to apply
  • Date the job was posted
  • Recruiters and Staffing Agencies: Identify companies actively hiring for specific roles to offer your recruiting services.
  • B2B Sales and Marketing Teams: Find companies that are growing specific departments (e.g., engineering, sales) as a signal for sales outreach.
  • Market Researchers: Analyze hiring trends, in-demand skills, and salary benchmarks across different industries and locations.
  • Job Seekers: Create a custom, filterable database of job opportunities that match your precise criteria, including jobs with low applicant counts.
  • Career Coaches: Research the job market to advise clients on which skills are most in-demand for their target roles.
  • Software Companies: Find companies hiring for roles that use specific technologies, creating a list of warm leads for your product.

Field Dictionary

How To Run This Extractor

1

Enter your job search terms into the 'Keywords' field (e.g., "product manager").

2

Specify the location in the 'Country name or City name' field (e.g., "London").

3

Select optional filters like 'Workplace Type', 'Experience Level', or 'Posted time range'.

4

Set the maximum number of jobs you want in the 'Result limit' field.

5

Click 'Run' to start the extraction process.

6

Once the run is complete, preview and download your data as a CSV, JSON, or Excel file.

Frequently Asked Questions

Do I need a LinkedIn account to use this tool?
No, this tool is designed to scrape publicly available job data without requiring you to log in or provide any cookies.
What formats can I export the data in?
Is it legal to scrape LinkedIn job postings?
How many jobs can I extract at once?
Can I use this for client work?
How is this different from just searching on LinkedIn?
How reliable is the data?
Can I schedule this tool to run automatically?
What does the 'Under 10 Applicants' filter do?
Can I search for jobs in any country or city?
Is the salary information always available?
How much does it cost?