LinkedIn Scraper
Scrape LinkedIn profiles, posts, companies, and jobs. Collect data such as ID, name, city, position, about, posts, current company, experience, and so much more.
- Retrieve results in multiple formats
- Scrape LinkedIn on demand via API or no-code scraper
- Scrape LinkedIn profiles, companies, jobs, postings, and more.
Just want data? Skip scraping.
Purchase a LinkedIn dataset
Availabe LinkedIn Scrapers
CODE EXAMPLES
Easily scrape LinkedIn data without worrying about being blocked.
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.linkedin.com/in/elad-moshe-05a90413/"},{"url":"https://www.linkedin.com/in/jonathan-myrvik-3baa01109"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l1viktl72bvl7bjuj0&format=json&uncompressed_webhook=true"
[
{
"timestamp": "2025-01-07",
"id": "gab***la-***ite***",
"name": "Gab***la ***ite***",
"city": "Walla Walla, Washington, United States",
"country_code": "US",
"position": "Environmental Engineer | Sustainable Strategist | Environmental Resources Specialist | SWE",
"about": "\u003Cbr\u003EGabriela Freitez is an Environmental Engineer with a degree in Environmental Engineering from Universidad Nor-orient...",
"posts": null
},
{
"timestamp": "2025-01-07",
"id": "dga***ni",
"name": "dam***o g***oni***",
"city": "Milan, Lombardy, Italy",
"country_code": "IT",
"position": "Product Manager Firma Elettronica e Digitale | Aiuto le aziende ad implementare processi digitali con l\u0027utilizzo di tecn...",
"about": "Business and Business Development Manager with more than several years experience. Experienced in Business Development, ...",
"posts": null
}
]
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.linkedin.com/pulse/ab-test-optimisation-earlier-decisions-new-readout-de-b%C3%A9naz%C3%A9?trk=public_profile_article_view"},{"url":"https://www.linkedin.com/posts/orlenchner_scrapecon-activity-7180537307521769472-oSYN?trk=public_profile"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lyy3tktm25m4avu764&format=json&uncompressed_webhook=true"
[
{
"timestamp": "2025-01-07",
"url": "https:\/\/www.linkedin.com\/posts\/misheck-mwaba-phd-p-eng-9b091343_it-is-game-on-calgarys-first-esports-arena-activity-7244...",
"id": "7244804664997638145",
"user_id": "mis***k-m***a-p*********9b0******",
"use_url": "https:\/\/ca.linkedin.com\/in\/misheck-mwaba-phd-p-eng-9b091343",
"title": "Mis***k M***a, *********ng.*********************AME************************************************************",
"headline": "Mis***k M***a, *********ng.*********",
"post_text": "It is GAME ON! Calgary’s first esports arena unveiled at Bow Valley College https:\/\/lnkd.in\/gk4p2QMq"
},
{
"timestamp": "2025-01-07",
"url": "https:\/\/www.linkedin.com\/posts\/tijntjoelker_regeneration-multispeciesjustice-interbeing-activity-7240585069348745216-M-l...",
"id": "7240585069348745216",
"user_id": "tij***oel***",
"use_url": "https:\/\/no.linkedin.com\/in\/tijntjoelker",
"title": "Tij***joe***r o*********n: *********************pec***************************************************************",
"headline": "Tij***joe***r’s******",
"post_text": "This book offers a glimpse into the emerging possibilities for a world where all species can flourish, inviting us to re..."
}
]
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://il.linkedin.com/company/ibm"},{"url":"https://www.linkedin.com/company/stalkit"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l1vikfnt1wgvvqz95w&format=json&uncompressed_webhook=true"
[
{
"timestamp": "2025-01-06",
"id": "vitol-b.v.",
"name": "Vitol",
"country_code": "NL,CH,GB,SG,US",
"locations": [
"K.P. van der Mandelelaan 130 Rotterdam, NL",
"Place de Bergues 3 Geneva, CH",
"160 Victoria Street Nova South London, England, GB",
"260 Orchard Road The Heeren #15-02 Singapore, SG",
"2925 Richmond Avenue 11th Floor Houston, Texas, US"
],
"followers": 195464,
"employees_in_linkedin": 1752,
"about": "We are a leader in the energy sector with a presence across the spectrum; from oil through to power, renewables and carb..."
},
{
"timestamp": "2025-01-06",
"id": "raspect-inspection",
"name": "RaSpect",
"country_code": "HK",
"locations": [
"133 Wai Yip St 1109 Kwun Tong District, HK",
"6F, 10, Science Park W Ave, Science Park, New Territories Hong Kong, HK"
],
"followers": 1973,
"employees_in_linkedin": 23,
"about": "RaSpect is an innovative AI deep tech company focused on smart city solutions, specializing in safety and sustainability..."
}
]
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.linkedin.com/jobs/view/runner-toro-at-jo-restaurant-group-3773247511?refId=WLu5iePNrMiB%2FYB%2BxdmUJw%3D%3D\u0026trackingId=2aQCKUKyB4e0pbgVa%2F99IQ%3D%3D\u0026position=2\u0026pageNum=0\u0026trk=public_jobs_jserp-result_search-card"},{"url":"https://www.linkedin.com/jobs/view/administrative-assistant-front-desk-at-cambridge-biotherapies-3773253111?refId=WLu5iePNrMiB%2FYB%2BxdmUJw%3D%3D\u0026trackingId=x1aM24yp02N496W%2BG8hVqA%3D%3D\u0026position=3\u0026pageNum=0\u0026trk=public_jobs_jserp-result_search-card"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lpfll7v5hcqtkxl6l&format=json&uncompressed_webhook=true"
[
{
"timestamp": "2025-01-06",
"url": "https:\/\/www.linkedin.com\/jobs\/view\/psd-fall-protection-quality-manager-at-3m-4113038744?lg=en",
"job_posting_id": "4113038744",
"job_title": "PSD Fall Protection Quality Manager*",
"company_name": "3M",
"company_id": "1864",
"job_location": "Red Wing, MN",
"job_summary": "Job Description 3M PSD Fall Protection Quality Manager* Collaborate with Innovative 3Mers Around the World Choosing wher..."
},
{
"timestamp": "2025-01-06",
"url": "https:\/\/www.linkedin.com\/jobs\/view\/multi-craft-maintenance-technician-at-3m-4039704915?lg=en",
"job_posting_id": "4039704915",
"job_title": "Multi-Craft Maintenance Technician *",
"company_name": "3M",
"company_id": "1864",
"job_location": "Clarkston, GA",
"job_summary": "Job Description 3M is seeking Multi-Craft Maintenance Technician candidates for Clarkston, Georgia! Full-Time 1st Shift ..."
}
]
POPULAR DATA POINTS
LinkedIn Scraper data point examples
And many more...
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
PRICING
LinkedIn Scraper API subscription plans
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 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 use cases
Effective competitive analysis
Market trends & growth
B2B company data
Why 20,000+ Customers Choose Bright Data
100% Compliant
24/7 Global Support
Complete Data Coverage
Unmatched Data Quality
Powerful Infrastructure
Custom Solutions
LinkedIn Scraper FAQs
What is the LinkedIn Scraper API?
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.
How does the LinkedIn Scraper API work?
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.
What data points can be collected with the LinkedIn Scraper API?
The data points that can be collected with the LinkedIn Scraper API include user profiles, job listings, company information, connections, and other relevant data.
Is the LinkedIn Scraper API compliant with data protection regulations?
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.
How can I integrate the LinkedIn Scraper API with my existing systems?
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.
What are the usage limits for the LinkedIn Scraper API?
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.
Do you provide support for the LinkedIn Scraper API?
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.
What delivery methods are available?
Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.
What file formats are available?
JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).