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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.

  • Dedicated account manager
  • Retrieve results in multiple formats
  • Scrape LinkedIn on demand via API or no-code scraper
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TRUSTED BY 20,000+ CUSTOMERS WORLDWIDE

Effortlessly scrape LinkedIn data

LinkedIn Scraper API
Use this API to start collecting data with specified parameters
  • API based scraper
    Use our interface to build your api request
  • Automation in scale
    Build your own scheduler to control the frequency
  • Delivery
    Deliver the data to your preferred storage or download it
LinkedIn No-Code Scraper
Use this "Plug and Play" scraper to start collecting data
  • Control Panel based scraper
    The entire interaction is within our control panel
  • Easy to use
    Add your input to the scraper and you are ready to go
  • Retrieve results from the CP
    Results can be downloaded directly from the CP
Web Scrapers

Available LinkedIn scrapers

Remove the need to develop and maintain the infrastructure. Simply extract high volume web data, and ensure scalability and reliability using web scraper APIs or no-code scrapers.

LinkedIn people profiles

ID, Name, City, Country code, Position, About, Posts, Groups, and more.
Views27.3K+
Downloads2.7K+
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LinkedIn people profiles - Discover LinkedIn profiles by name

ID, Name, City, Country code, Position, About, Posts, Groups, and more.
Views27.3K+
Downloads2.7K+
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LinkedIn company information

ID, Name, Country code, Locations, Followers, Employees in linkedin, About, Specialties, and more.
Views9.1K+
Downloads1K+
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Linkedin job listings information

URL, Job posting id, Job title, Company name, Company id, Job location, Job summary, Applay link, and more.
Views3.8K+
Downloads721+
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Linkedin job listings information - Discover new jobs by keyword

URL, Job posting id, Job title, Company name, Company id, Job location, Job summary, Applay link, and more.
Views3.8K+
Downloads721+
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Linkedin job listings information - Discover jobs by company URL

URL, Job posting id, Job title, Company name, Company id, Job location, Job summary, Applay link, and more.
Views3.8K+
Downloads721+
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LinkedIn posts

URL, ID, User id, Use url, Title, Headline, Post text, Date posted, and more.
Views2.8K+
Downloads237+
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LinkedIn posts - Discover user's articles by URL

URL, ID, User id, Use url, Title, Headline, Post text, Date posted, and more.
Views2.8K+
Downloads237+
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LinkedIn posts - Discover posts by Profile URL

URL, ID, User id, Use url, Title, Headline, Post text, Date posted, and more.
Views2.8K+
Downloads237+
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LinkedIn posts - Discover new posts company URL

URL, ID, User id, Use url, Title, Headline, Post text, Date posted, and more.
Views2.8K+
Downloads237+
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LinkedIn people search

URL, Name, Subtitle, Location, Experience, Education, Avatar, First name, and more.
Views219+
Downloads1+
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PRICING

LinkedIn Scraper API subscription plans

pay as you go plan icon
Pay as you go
$1.5 /1K RECORDS
No commitment
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Pay-as-you-go without a monthly commitment
25% OFF
2nd plan icon
Growth
$1.27
$0.95 /1K RECORDS
$499 Billed monthly
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Use this coupon code: APIS25
Tailored for teams looking to scale their operations
25% OFF
3rd plan icon
Business
$1.12
$0.84 /1K RECORDS
$999 Billed monthly
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Use this coupon code: APIS25
Designed for large teams with extensive operational needs
25% OFF
4th plan icon
PREMIUM
$1.05
$0.79 /1K RECORDS
$1999 Billed monthly
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Use this coupon code: APIS25
Advanced support and features for critical operations
Enterprise
For industry leaders: Elite data services for top-tier business requirements
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  • Account Manager
  • Custom packages
  • Premium SLA
  • Priority support
  • Tailored onboarding
  • SSO
  • Customizations
  • Audit Logs
We accept these payment methods:

Just want data? Skip scraping.
Purchase a LinkedIn dataset

CODE EXAMPLES

Easily scrape LinkedIn data without worrying about being blocked.

Input
JSON 
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"},{"url":"https://www.linkedin.com/in/aviv-tal-75b81/"},{"url":"https://www.linkedin.com/in/bulentakar/"},{"url":"https://www.linkedin.com/in/nnikolaev/"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l1viktl72bvl7bjuj0&format=json&uncompressed_webhook=true"
Output
JSON 
[
  {
    "db_source": "1743056542245",
    "timestamp": "2025-03-27",
    "id": "vir***hp",
    "name": "Virgil H*************i",
    "city": "Ottawa, Ontario, Canada",
    "country_code": "CA",
    "position": "| MIPP | PMP® | Public Servant | AI and Data Policy",
    "about": "Virgil joined the Canadian public service in 2022 through the Recruitment of Policy Leaders programme, coming from a tec..."
  },
  {
    "db_source": "1743056542245",
    "timestamp": "2025-03-27",
    "id": "kab***chu***ai-*********",
    "name": "Kabir C******i",
    "city": "Toronto, Ontario, Canada",
    "country_code": "CA",
    "position": "Director -  Royal Bank of Canada.",
    "about": "Creative and results oriented professional with roots in Corporate\/Commercial Banking and experience in Corporate Operat..."
  },
  {
    "db_source": "1743056542245",
    "timestamp": "2025-03-27",
    "id": "vai***a-u***dra*********a",
    "name": "Vaishna U******n",
    "city": "Helsingborg, Skåne County, Sweden",
    "country_code": "SE",
    "position": "Project Manager |Researcher in Biotechnology| Global Medical Device \u0026 IVD Regulatory Affairs",
    "about": "As a Project Manager at Pure Global, based in southern Sweden, I help clients across Europe and the US navigate the worl..."
  },
  {
    "db_source": "1743056542245",
    "timestamp": "2025-03-27",
    "id": "arn***his***-78*********",
    "name": "Arno T*****n",
    "city": "Echt, Limburg, Netherlands",
    "country_code": "NL",
    "position": null,
    "about": "I\nUitkijken naar een milieuvriendelijke toekomst. en de wereld klaarstomen voor…"
  },
  {
    "db_source": "1743056542245",
    "timestamp": "2025-03-27",
    "id": "ken***h-c***",
    "name": "Kenneth C**u",
    "city": "Boston, Massachusetts, United States",
    "country_code": "US",
    "position": "Technical Project Manager at P\u0026G",
    "about": "I am currently a Technical Project Manager at Procter \u0026 Gamble Gillette. Back in 2022, I graduated from the University o..."
  }
]
DEPLOY FASTER

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.

UNDER THE HOOD

Never worry about proxies and CAPTCHAs again

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

API for Seamless LinkedIn Data Access

Comprehensive, Scalable, and Compliant LinkedIn Data Extraction

FLEXIBLE

Tailored to your workflow

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

SCALABLE

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.

STABLE

Battle-proven infrastructure

Bright Data’s platform powers over 20,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 150M+ real user IPs covering 195 countries.

COMPLIANT

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

Leverage firmographic data to track company growth, identify key companies, professionals, employee movement between companies, and more efficient competitive intelligence and analysis.

Market trends & growth

Evaluate company growth and industry trends for data-driven decision-making. Hedge funds, VCs, and financial firms looking to enhance their investment analysis gain massive value from scraping LinkedIn data (public).
track_hiring_trends

B2B company data

Fuel your lead generation pipeline and sales intelligence with high-quality data on companies and employees by integrating and enriching your CRM.

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 150 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.
Trustpilot

Want to learn more?

Talk to an expert to discuss your scraping needs

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LinkedIn Scraper 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).