What is LinkedIn Job Listings Scraper?

A LinkedIn Job Listings Scraper is a tool that automates the extraction of job postings from LinkedIn. It allows users to collect job titles, company names, salaries, job descriptions, locations, and more. This is useful for job market analysis, competitor research, and recruitment automation.

What Data Can Be Scraped Using LinkedIn Job Listings Scraper?

With a LinkedIn job scraper, you can extract the following data:

• Job Title – The position listed in job postings
• Company Name – The employer or organization offering the job
• Location – City, state, or remote job postings
• Job Description – Responsibilities, qualifications, and expectations
• Salary Information – If available, salary ranges and benefits
• Date Posted – How recent the job listing is
• Job Type – Full-time, part-time, remote, contract, etc.

How It Works?

Getting started with LinkedIn Job Listings Scraper on MrScraper is simple and user-friendly. Just follow these steps:

1. Create Your Account: Sign up or log in to your account on MrScraper. It’s quick, easy, and free to get started.

2. Initiate Scraping: Select “New ScrapeGPT” on the homepage and paste the LinkedIn Job Listings URL of the page you wish to scrape.

3. Process the Page: Let ScrapeGPT process the selected page. The tool will analyze the page to identify and extract relevant data.

4. Enter a Prompt: Type in your prompt, such as “Get all the data”, and ScrapeGPT will handle the rest seamlessly.

5. Download Your Data: Once the scraping is complete, download the data in your preferred format—JSON or CSV—for easy analysis and integration into your workflow.

Input Url

https://www.linkedin.com/jobs/

Sample Output

The data extracted can be provided in JSON formats, ensuring compatibility with your workflow. For example:

Sample Output (JSON)

{
    "job_categories": [
        {
            "category": "Engineering",
            "link": "https://www.linkedin.com/jobs/engineering-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Business Development",
            "link": "https://www.linkedin.com/jobs/business-development-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Finance",
            "link": "https://www.linkedin.com/jobs/finance-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Administrative Assistant",
            "link": "https://www.linkedin.com/jobs/administrative-assistant-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Retail Associate",
            "link": "https://www.linkedin.com/jobs/retail-associate-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Customer Service",
            "link": "https://www.linkedin.com/jobs/customer-service-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Operations",
            "link": "https://www.linkedin.com/jobs/operations-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Information Technology",
            "link": "https://www.linkedin.com/jobs/information-technology-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Marketing",
            "link": "https://www.linkedin.com/jobs/marketing-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Human Resources",
            "link": "https://www.linkedin.com/jobs/human-resources-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Healthcare Service",
            "link": "https://www.linkedin.com/jobs/healthcare-services-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Sales",
            "link": "https://www.linkedin.com/jobs/sales-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Program and Project Management",
            "link": "https://www.linkedin.com/jobs/program-and-project-management-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Accounting",
            "link": "https://www.linkedin.com/jobs/accounting-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Arts and Design",
            "link": "https://www.linkedin.com/jobs/arts-and-design-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Community and Social Services",
            "link": "https://www.linkedin.com/jobs/community-and-social-services-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Consulting",
            "link": "https://www.linkedin.com/jobs/consulting-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Education",
            "link": "https://www.linkedin.com/jobs/education-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Entrepreneurship",
            "link": "https://www.linkedin.com/jobs/entrepreneurship-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Legal",
            "link": "https://www.linkedin.com/jobs/legal-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Media and Communications",
            "link": "https://www.linkedin.com/jobs/media-and-communications-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Military and Protective Services",
            "link": "https://www.linkedin.com/jobs/military-and-protective-services-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Product Management",
            "link": "https://www.linkedin.com/jobs/product-management-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Purchasing",
            "link": "https://www.linkedin.com/jobs/purchasing-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Quality Assurance",
            "link": "https://www.linkedin.com/jobs/quality-assurance-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Real Estate",
            "link": "https://www.linkedin.com/jobs/real-estate-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Research",
            "link": "https://www.linkedin.com/jobs/research-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Support",
            "link": "https://www.linkedin.com/jobs/support-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        },
        {
            "category": "Administrative",
            "link": "https://www.linkedin.com/jobs/administrative-jobs-vilnius?trk=homepage-jobseeker_suggested-search"
        }
    ],
    "learning_topics": [
        {
            "topic": "Training and Education",
            "courses": "330+",
            "link": "https://www.linkedin.com/learning/topics/training-and-education?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "IT Help Desk",
            "courses": "400+",
            "link": "https://www.linkedin.com/learning/topics/it-help-desk-5?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Business Analysis and Strategy",
            "courses": "1,880+",
            "link": "https://www.linkedin.com/learning/topics/business-analysis-and-strategy?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Career Development",
            "courses": "620+",
            "link": "https://www.linkedin.com/learning/topics/career-development-5?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Finance and Accounting",
            "courses": "320+",
            "link": "https://www.linkedin.com/learning/topics/finance-and-accounting?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Leadership and Management",
            "courses": "2,170+",
            "link": "https://www.linkedin.com/learning/topics/leadership-and-management?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Mobile Development",
            "courses": "500+",
            "link": "https://www.linkedin.com/learning/topics/mobile-development?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Marketing",
            "courses": "1,080+",
            "link": "https://www.linkedin.com/learning/topics/marketing-2?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Cloud Computing",
            "courses": "1,650+",
            "link": "https://www.linkedin.com/learning/topics/cloud-computing-5?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Project Management",
            "courses": "600+",
            "link": "https://www.linkedin.com/learning/topics/project-management?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Visualization and Real-Time",
            "courses": "1,350+",
            "link": "https://www.linkedin.com/learning/topics/visualization-and-real-time?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Animation and Illustration",
            "courses": "1,880+",
            "link": "https://www.linkedin.com/learning/topics/animation-and-illustration?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Audio and Music",
            "courses": "430+",
            "link": "https://www.linkedin.com/learning/topics/audio-and-music?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "AEC",
            "courses": "1,510+",
            "link": "https://www.linkedin.com/learning/topics/aec?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Graphic Design",
            "courses": "1,120+",
            "link": "https://www.linkedin.com/learning/topics/graphic-design?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Motion Graphics and VFX",
            "courses": "920+",
            "link": "https://www.linkedin.com/learning/topics/motion-graphics-and-vfx?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Photography",
            "courses": "1,290+",
            "link": "https://www.linkedin.com/learning/topics/photography-2?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Video",
            "courses": "740+",
            "link": "https://www.linkedin.com/learning/topics/2015-54?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Data Science",
            "courses": "1,610+",
            "link": "https://www.linkedin.com/learning/topics/data-science?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Network and System Administration",
            "courses": "1,210+",
            "link": "https://www.linkedin.com/learning/topics/network-and-system-administration?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Software Development",
            "courses": "3,130+",
            "link": "https://www.linkedin.com/learning/topics/software-development?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "User Experience",
            "courses": "630+",
            "link": "https://www.linkedin.com/learning/topics/user-experience?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Web Design",
            "courses": "560+",
            "link": "https://www.linkedin.com/learning/topics/web-design?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Database Management",
            "courses": "550+",
            "link": "https://www.linkedin.com/learning/topics/database-management?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Web Development",
            "courses": "2,010+",
            "link": "https://www.linkedin.com/learning/topics/web-development?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Product and Manufacturing",
            "courses": "1,510+",
            "link": "https://www.linkedin.com/learning/topics/product-and-manufacturing?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Sales",
            "courses": "320+",
            "link": "https://www.linkedin.com/learning/topics/sales-3?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Human Resources",
            "courses": "620+",
            "link": "https://www.linkedin.com/learning/topics/human-resources-3?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "DevOps",
            "courses": "510+",
            "link": "https://www.linkedin.com/learning/topics/devops?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Small Business and Entrepreneurship",
            "courses": "360+",
            "link": "https://www.linkedin.com/learning/topics/small-business-and-entrepreneurship?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Customer Service",
            "courses": "270+",
            "link": "https://www.linkedin.com/learning/topics/customer-service-3?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Artificial Intelligence (AI)",
            "courses": "930+",
            "link": "https://www.linkedin.com/learning/topics/artificial-intelligence?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Diversity, Equity, and Inclusion (DEI)",
            "courses": "330+",
            "link": "https://www.linkedin.com/learning/topics/diversity-equity-and-inclusion-dei?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Hardware",
            "courses": "90+",
            "link": "https://www.linkedin.com/learning/topics/hardware?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Professional Development",
            "courses": "2,080+",
            "link": "https://www.linkedin.com/learning/topics/professional-development?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Business Software and Tools",
            "courses": "2,820+",
            "link": "https://www.linkedin.com/learning/topics/business-software-and-tools?trk=homepage-jobseeker_learning-cta"
        },
        {
            "topic": "Cybersecurity",
            "courses": "1,100+",
            "link": "https://www.linkedin.com/learning/topics/security-3?trk=homepage-jobseeker_learning-cta"
        }
    ],
    "privacy_policy_links": {
        "user_agreement": "https://www.linkedin.com/legal/user-agreement?trk=homepage-jobseeker_footer-user-agreement",
        "privacy_policy": "https://www.linkedin.com/legal/privacy-policy?trk=homepage-jobseeker_footer-privacy-policy",
        "cookie_policy": "https://www.linkedin.com/legal/cookie-policy?trk=homepage-jobseeker_footer-cookie-policy"
    },
    "general_links": {
        "sign_up": "https://www.linkedin.com/signup?trk=guest_homepage-jobseeker_directory",
        "help_center": "https://www.linkedin.com/help/linkedin?lang=en&trk=homepage-jobseeker_directory_helpCenterUrl",
        "about_linkedin": "https://about.linkedin.com/?trk=homepage-jobseeker_directory_aboutUrl"
    }
}

Is Scraping Linkedin Legal?

Web scraping on LinkedIn is subject to LinkedIn’s Terms of Service. LinkedIn has strict policies against automated data extraction, and scraping without permission may violate these terms. However, legal ways to obtain job data include:

• Using LinkedIn’s API (if access is granted)
• Scraping publicly available data while respecting robots.txt
• Gaining permission from job posters or companies

Always ensure compliance with LinkedIn’s policies and applicable laws when scraping data.

FAQ

1. Can I scrape LinkedIn job listings without an account?

No, LinkedIn requires users to be logged in to access job listings. Scraping data without an account may result in blocked access.

2. How often should I scrape LinkedIn job postings?

To avoid detection, limit requests and use rotating proxies or a residential proxy service.

3. Are there alternatives to scraping LinkedIn?

Yes, you can use official APIs, job board aggregators, or alternative job platforms like Indeed, Glassdoor, or ZipRecruiter.

4. What tools can I use for LinkedIn job scraping?

Popular tools include MrScraper.

5. Does LinkedIn block scrapers?

Yes, LinkedIn actively blocks scraping bots. Using AI-based scraping tools like MrScraper can help bypass detection.

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