LinkedIn Jobs Data Scraper

What Is the LinkedIn Job Data Scraper?

The LinkedIn Job Data Scraper is an automated recruitment data extraction tool that helps you collect structured job data from LinkedIn at scale. By entering a job listing URL, you can quickly gather standardized job listing data for hiring research, talent trend analysis, and salary benchmarking.

• Scrape multiple job postings at once
• Extract core fields such as job title, job details, required skills, and salary range
• Export data in JSON and CSV formats
• Filter jobs by time range, experience level, employment type, and more

Common Use Cases for the LinkedIn Job Data Scraper

• Hiring market analysis — Analyze hiring demand for specific roles across cities, companies, or industries.
• Salary and seniority research — Track salary ranges, experience levels, and hiring standards in public job listings.
• Competitor hiring monitoring — Monitor competitors’ hiring activity, role focus, and team expansion signals.
• Talent intelligence gathering — Identify trending skills and job market patterns through job requirements and skill tags.
• Recruitment automation and reporting — Import job data into CRM, ATS, BI, or internal talent analytics systems.

What Data Can You Extract from LinkedIn Job Posts?

With this LinkedIn Job Data Scraper, you can extract the following data:

How to Scrape LinkedIn Job Data

The LinkedIn Job Data Scraper is no-code and easy to use for both technical and non-technical users.

1. Sign up and create your CoreClaw account with your email.
2. Open the LinkedIn Job Data Scraper.
3. Choose the scraping method: enter a job listing URL.
4. Set filters such as location, time range, experience level, job type, or remote option.
5. Click the “Start” button and wait for the extraction to complete.
6. Download the results in JSON or CSV format.

➡️ Input

Enter the target LinkedIn job listing URL and the number of pages to crawl, for example: https://www.linkedin.com/jobs/reddit-inc.-jobs-worldwide?f_C=150573 You can enter URLs one by one manually or import a prepared list of job page links all at once.

⬅️ Output

Once the scraping task is complete, the system generates a structured dataset in the Output tab. Results are displayed in table format for easier review and can be downloaded as CSV or JSON files.

Table Example

FAQ

What data can the LinkedIn Job Data Scraper extract?

The tool currently supports extracting job titles, job details, required skills, salary ranges, company information, and more.

Can I scrape jobs in bulk by keyword?

Yes. We support bulk scraping with filters such as job keywords, location, time range, experience level, and employment type.

What export formats are supported?

The tool supports JSON and CSV exports.

Do I need coding skills to use it?

No. CoreClaw provides a no-code interface. Simply paste the LinkedIn URL and click “Start.” You can then download the results directly as Excel or CSV files without writing any code.

Is the returned data real-time?

Yes. The tool extracts the latest public data from the target website rather than relying on cached results.

Do you support custom tasks?

Yes. If you need specific fields, large-volume tasks, or more frequent data updates, contact us with your requirements and we can provide a custom solution.