LinkedIn Scraper API

Scrape LinkedIn public data. Extract and parse data including profiles, ID, position, timestamp, URL, city, country code, description, experience, education, so much more. Maintain full control, flexibility, and scale without worrying about infrastructure, proxy servers, or getting blocked.

  • Unlimited scale
  • 24/7 live support
  • 99.99% uptime
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Linkedin scraper api

Just want data? Skip scraping.
Purchase a LinkedIn dataset


One API call. Tons of data.

Data Discovery

Detecting data structures and patterns to ensure efficient, targeted extraction of data.

Bulk Request Handling

Reduce server load and optimize data collection for high-volume scraping tasks.

Data Parsing

Efficiently converts raw HTML into structured data, easing data integration and analysis.

Data validation

Ensure data reliability and save time on manual checks and preprocessing.

Every 15 minutes, our customers scrape enough data to train ChatGPT from scratch.


Never worry about proxies and CAPTCHAs again

  • Automatic IP Rotation
  • CAPTCHA Solver
  • User Agent Rotation
  • Custom Headers
  • JavaScript Rendering 
  • Residential Proxies

Starts from $0.001/record

Pricing is based on the number of records and domain type.
Free Trial Available
  • Pay as you go plan available
  • Automated validation
  • 24/7 human support

Easy to start. Easier to scale.

Unmatched Stability

Ensure consistent performance and minimize failures by relying on the world’s leading proxy infrastructure.

Simplified Web Scraping

Put your scraping on auto-pilot using production-ready APIs, saving resources and reducing maintenance.

Unlimited Scalability

Effortlessly scale your scraping projects to meet data demands, maintaining optimal performance.


Tailored to your workflow

Get structured LinkedIn data in JSON, NDJSON, or CSV files through Webhook or API delivery.


Built-in infrastructure and unblocking

Get maximum control and flexibility without maintaining proxy and unblocking infrastructure. Easily scrape data from any geo-location while avoiding CAPTCHAs and blocks.


Battle-proven infrastructure

Bright Data’s platform powers over 20,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 72M+ real user IPs covering 195 countries.


Industry leading compliance

Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA – respecting requests to exercise privacy rights and more.

LinkedIn API Scraper use cases

Scrape LinkedIn public data for lead generation & CRM enrichment

Use our LinkedIn data extractor to locate & keep track of top talent

Scrape LinkedIn public data for insights on the skills, education

Scrape LinkedIn profile data to track company history and growth

Why 20,000+ Customers Choose Bright Data

100% Compliant

Scraped data is ethically obtained and compliant with all privacy laws.

24/7 Global Support

A dedicated team of data professionals is here to help.

Complete Data Coverage

Access 72 million+ global IPs to scrape data from any website.

Unmatched Data Quality

Advanced technologies and validation methods for quality data.

Powerful Infrastructure

Scrape high-volume data without getting blocked.

Custom Solutions

Get tailored solutions to meet unique needs and goals.

Want to learn more?

Talk to an expert to discuss your scraping needs

LinkedIn Scraper FAQs

Proxies are important for scraping LinkedIn because it allows the scraper to remain anonymous, avoid IP blocking, access geo-restricted content, and improve scraping speed.

Having an unblocking solution when scraping LinkedIn is important because many websites have anti-scraping measures that block the scraper’s IP address or require CAPTCHA solving. The unblocking solution implemented within Bright Data’s web scraping solutions are designed to bypass these obstacles and continue gathering data without interruption.

When scraping LinkedIn , you may only scrape publicly available data. Due to our commitment to privacy laws, we do not allow scraping behind log-ins. You can extract and parse various types of publicly available data from LinkedIn, including profiles, IDs, positions, timestamps, URLs, city, country codes, descriptions, experience, education, and much more.

Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA – respecting requests to exercise privacy rights and more.

No, you do not need to worry about managing proxy servers or infrastructure. The scraping solution provides full control, flexibility, and scale with a built-in proxy and unblocking capabilities.

You have access to 24/7 live support and a dedicated team of data professionals to assist with any scraping needs or challenges.




The LinkedIn Scraper is built on a powerful, auto-scaling infrastructure that allows for high-volume data scraping without getting blocked. This ensures that users can extract data at scale efficiently and effectively, without the need for investing in their hardware or software infrastructure.

Bright Data employs advanced data validation and reparsing techniques to ensure the accuracy and relevance of the data scraped. The system automatically checks the scraped data against predefined quality and relevance criteria, re-initiating scraping tasks if necessary to correct any discrepancies. This process minimizes errors and ensures that users receive high-quality, reliable data for their analysis or business processes.

Yes, for teams looking for immediate access to LinkedIn data without the need to set up and manage a scraping operation, we offer pre-built LinkedIn datasets.

LinkedIn Scraper APIs is a cloud-based service that simplifies web data extraction, offering automated handling of IP rotation, CAPTCHA solving, and data parsing into structured formats. It enables efficient, scalable data collection, tailored for businesses needing to access valuable web data seamlessly.

LinkedIn Scraper API overcomes the limitations of manual web scraping, such as dealing with website structure changes, encountering blocks and captchas, and the high costs associated with infrastructure maintenance. It offers an automated, scalable, and reliable solution for data extraction, significantly reducing operational costs and time.

Getting started with the LinkedIn Scraper API is straightforward via Bright Data’s control panel, which provides comprehensive documentation and a user-friendly dashboard for API key management and settings. This approach minimizes setup requirements, allowing immediate access to a platform that is highly scalable and reliable for web data extraction needs.