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Advanced Linkedin Job Scraper (No Cookies) — linkedin | Lagic

Built For

Extract detailed LinkedIn job postings for market research, lead generation, or job board aggregation.

Curated by Lagic·Verified working

Configure Agent

Search by these job titles. Example: `Software Engineer`. We will run the scraper once for each job title. All filters below will be applied to each job title.

Filter by these LinkedIn locations. Example: `San Francisco`. LinkedIn does not always understand your text queries. For example for "UK" query it will apply "Ukraine" location, so you should use "United Kingdom" in this case. Try this out first in the location filter input of LinkedIn search at ` - we will use the first suggestion from the autocomplete popup when you type your location

Maximum number of jobs to scrape per each job tile and location input.

Filter by these companies. Provide full URLs or company names to search in LinkedIn

Select one or more applicable workplace types.

Select one or more applicable employment types.

Select one or more applicable experience levels.

Filter by these salary ranges. Example: `100k+`

Results to deliver

100 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

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

Sample Data Preview

Job Title and Full Description (Text and HTML)Date Posted and Expiration DateEmployment Type (e.g., Full-time, Contract)Workplace Type (e.g., On-site, Remote, Hybrid)Required Experience LevelJob Location (City, Country, Geo ID)
Sample Text...2026-04-052026-04-0510094Value...10093
Sample Text...2026-04-052026-04-0510099Value...10098
..................
Exports as:CSVXLSXJSON

Overview

Get structured data from LinkedIn job listings using advanced filters for location, company, salary, and more. Ideal for analyzing hiring trends, identifying sales prospects, or populating a niche job board.

This tool extracts comprehensive data from LinkedIn job postings, allowing you to turn the world's largest professional network into a source of actionable intelligence. It operates without requiring you to provide a LinkedIn account or cookies, enabling you to gather public job data at scale. ### How it Works You can run broad or highly specific searches. Start with a job title (e.g., "Sales Development Representative") and then layer on numerous filters to refine your results. You can specify locations, company names, workplace type (remote, hybrid, on-site), experience level, and even filter by salary ranges or for jobs with fewer than 10 applicants. The tool then gathers all matching public job posts and structures the information into a clean dataset. ### Data You Receive The output is more than just a job title and a link. You get the full job description (in both text and HTML), application details, and rich company information. This includes the company's size, follower count, industry, and location. You'll also receive data on the job itself, such as the number of applicants, views, required experience level, and salary details if provided by the employer. ### Who It's For - **Recruiting and HR Teams:** Monitor hiring trends, analyze competitor job postings, and identify companies with active hiring needs. - **Sales and Marketing Agencies:** Generate leads by identifying companies that are expanding specific departments. A company hiring 10 new salespeople is a strong signal of growth and budget. - **Market Researchers:** Analyze the job market by industry, location, or required skills. Track demand for certain roles and how compensation is trending. - **Job Board Operators:** Populate niche job boards with relevant, up-to-date listings from LinkedIn without manual data entry.

Key Capabilities

  • Job Title and Full Description (Text and HTML)
  • Date Posted and Expiration Date
  • Employment Type (e.g., Full-time, Contract)
  • Workplace Type (e.g., On-site, Remote, Hybrid)
  • Required Experience Level
  • Job Location (City, Country, Geo ID)
  • Number of Applicants and Views
  • Company Name, Description, and LinkedIn URL
  • Company Size (Employee and Follower Count)
  • Company Industry and Website
  • Salary Range (if provided), Currency, and Pay Period
  • List of Stated Benefits
  • Application Method (e.g., Easy Apply, External URL)
  • Direct Application URL
  • Analyze Competitor Hiring: A tech startup wants to track the hiring velocity of its main competitors. They use this tool to scrape all engineering roles posted by those companies in the last month to gauge their product development strategy.
  • Generate Sales Leads: A B2B marketing agency identifies growing companies as prime sales targets. They search for companies hiring for 'Marketing Manager' roles with 'under 500 employees' to build a targeted outreach list.
  • Populate a Niche Job Board: The owner of a job board for remote-only finance positions uses this tool to aggregate all relevant listings from LinkedIn, filtering by 'Remote' workplace type and specific finance-related industry IDs.
  • Conduct Labor Market Research: A university's career services department analyzes job market demand. They extract data on entry-level jobs in their state to advise students on which skills are most in-demand.
  • Inform Real Estate Investment: A commercial real estate firm identifies companies likely to need new office space by scraping for jobs in specific geographic areas and looking for high-volume hiring.
  • Track Salary Benchmarks: An HR consultant scrapes jobs with salary data included to provide clients with up-to-date compensation benchmarks for various roles and experience levels.

Field Dictionary

How To Run This Extractor

1

Enter one or more job titles (e.g., 'Product Manager') into the 'Search queries' field.

2

Specify locations to search within, like 'New York' or 'United Kingdom'.

3

Set the maximum number of jobs you want to get for each search.

4

Apply filters such as company name, experience level, or workplace type (e.g., remote).

5

Choose to sort results by posting date or relevance.

6

Run the tool and download the extracted job data in a structured format like CSV or JSON.

Frequently Asked Questions

Do I need a LinkedIn account or cookies to use this?
No. This tool scrapes publicly available job data and does not require you to connect a LinkedIn account or provide cookies.
What format does the data come in?
Is it legal to scrape LinkedIn job data?
How many jobs can I scrape?
Can I use this for client work?
How is this different from just searching on LinkedIn?
How do I find the right Industry or Geo ID?
Can I schedule this tool to run automatically?
How fresh is the data?
Is the pricing predictable?