LinkedIn Scraper API

Scrape LinkedIn public data and extract data such as ID, name, city, position, about, posts, current company, experience, and so much more. Maintain full control, flexibility, and scale without worrying about infrastructure, proxy servers, or getting blocked.

  • Dedicated account manager
  • Retrieve results in multiple formats
  • No-code interface for rapid development
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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.


Never worry about proxies and CAPTCHAs again

  • Automatic IP Rotation
  • CAPTCHA Solver
  • User Agent Rotation
  • Custom Headers
  • JavaScript Rendering 
  • Residential Proxies
Popular LinkedIn Scraper APIs

Looking for other powerful LinkedIn scrapers?

LinkedIn Company Scraper

Collect LinkedIn company data such as name, ID, country code, location, followers, about, size, type of organization, founded, and more.

LinkedIn Jobs Scraper

Scrape Linkedin jobs and collect data such as URL, posting ID, job title, company name, job location, job summary, employment type, and more.

LinkedIn Profiles Scraper

Scrape LinkedIn profiles (public) and collect data such as name, ID, city, position, about, posts, education, avatar, followers, and much more.


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.

API for Seamless LinkedIn Data Access

Comprehensive, Scalable, and Compliant LinkedIn Data Extraction


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 Scraper API 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 API FAQs

The LinkedIn Scraper API is a powerful tool designed to automate data extraction from the LinkedIn website, allowing users to efficiently gather and process large volumes of data for various use cases.

The LinkedIn Scraper API works by sending automated requests to the LinkedIn website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.

The data points that can be collected with the LinkedIn Scraper API include user profiles, job listings, company information, connections, and other relevant data.

Yes, the LinkedIn Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.

The LinkedIn Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.

There are no specific usage limits for the LinkedIn Scraper API, offering you the flexibility to scale as needed. Prices start from $0.001 per record, ensuring cost-effective scalability for your web scraping projects.

Yes, we offer dedicated support for the LinkedIn Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.

Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.

JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).