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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, company size ,industry, employee profiles, corporate activites, and so much more.

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No credit card required
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10 scrapers
  • Scrape on demand via API or no-code scraper
  • Pay only for successfully delivered results
  • Bulk request handling, up to 5K URLs
  • Retrieve results in
    multiple formats

Trusted by 20,000+ customers worldwide

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Effortlessly scrape LinkedIn data

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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
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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

Fully Managed Option

Enjoy hassle-free data with our managed services

Contact sales
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, Current company, and more.
Views110.3K+
Downloads10.6K+
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LinkedIn company information

ID, Name, Country code, Locations, Followers, Employees in linkedin, About, Specialties, and more.
Views31.1K+
Downloads3.3K+
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Linkedin job listings information

URL, Job posting id, Job title, Company name, Company id, Job location, Job summary, Job seniority level, and more.
Views14.5K+
Downloads2.1K+
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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, Job seniority level, and more.
Views14.5K+
Downloads2.1K+
Start free trial

Linkedin job listings information - Discover jobs by company URL

URL, Job posting id, Job title, Company name, Company id, Job location, Job summary, Job seniority level, and more.
Views14.5K+
Downloads2.1K+
Start free trial

LinkedIn posts

URL, ID, User id, Use url, Title, Headline, Post text, Date posted, and more.
Views10.4K+
Downloads1.3K+
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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.
Views10.4K+
Downloads1.3K+
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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.
Views10.4K+
Downloads1.3K+
Start free trial

LinkedIn posts - Discover new posts company URL

URL, ID, User id, Use url, Title, Headline, Post text, Date posted, and more.
Views10.4K+
Downloads1.3K+
Start free trial

LinkedIn people search

URL, Name, Subtitle, Location, Experience, Education, Avatar, and more.
Views223+
Downloads69+
Start free trial

Just want LinkedIn data? Skip scraping.
Purchase a LinkedIn dataset

LinkedIn Scraper API Pricing

Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.

Free Tier
5K
records
  • 5K records per month
  • No credit card required
  • Expert support
Start free trial
Pay as you go
$1.5/1K record
  • Pay only for success
  • Set monthly spend limits
  • Unlimited concurrency
  • Expert support
Start free trial
Scale
$ 499 /month
Slide to adjust plan
  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
  • Cancel anytime
  • Expert support
Start free trial
Enterprise
Custom
  • Volume discounts
  • Account manager
  • Premium SLA
  • Priority support
  • SSO
Talk to sales
We accept these payment methods:Image

Every plan gives you full access - pay less per record as you scale

Data Collection
  • Automated proxy management
  • Full browser rendering
  • CAPTCHA solving
Performance at Scale
  • Unlimited concurrency
  • Batch & scheduled collection
  • Job management APIs
Data Delivery
  • Data validation & discovery
  • Data parsing (JSON or CSV)
  • Webhook or API delivery

Web Scraper API demo

CODE EXAMPLES

Easily scrape LinkedIn data without worrying about being blocked.

Scraper API Call 
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"
Response payload 
[
  {
    "db_source": "1781626137968",
    "timestamp": "2026-06-16",
    "id": "m-p***een***ar-*********0a9******",
    "name": "M p**********r P*****n",
    "city": "Kolar, Karnataka, India",
    "country_code": "IN",
    "position": "Business Analyst at Ha",
    "about": null
  },
  {
    "db_source": "1781626137968",
    "timestamp": "2026-06-16",
    "id": "did***-pe***ta-*********",
    "name": "Didier P*****a",
    "city": "Colombia",
    "country_code": "CO",
    "position": "Operario en Cb ingenieria",
    "about": null
  },
  {
    "db_source": "1781626137968",
    "timestamp": "2026-06-16",
    "id": "ais***kha***481******",
    "name": "Aisha K**n",
    "city": "United Arab Emirates",
    "country_code": "AE",
    "position": "Audit Associate at Baker Tilly Meralis",
    "about": null
  },
  {
    "db_source": "1781626137968",
    "timestamp": "2026-06-16",
    "id": "ben***tif***sma*********",
    "name": "ben l****a a**a",
    "city": "Mahdia, Tunisia",
    "country_code": "TN",
    "position": "Gérante Call Center",
    "about": null
  },
  {
    "db_source": "1781626137968",
    "timestamp": "2026-06-16",
    "id": "yog***-ku***-b3*********",
    "name": "yogesh K***r",
    "city": "Jaipur, Rajasthan, India",
    "country_code": "IN",
    "position": "Ca at Self",
    "about": null
  }
]
DEPLOY FASTER

Scrape LinkedIn with one API call

data discovery

Data Discovery

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

validation

Bulk Request Handling

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

parsing

Data Parsing

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

validation

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 Web Data Extraction

Tailored to your workflow

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

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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.

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Battle-proven infrastructure

Bright Data’s platform powers over 20,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 400M+ real user IPs covering 195 countries.

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Industry leading compliance

Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA.

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API for Seamless LinkedIn Data Access

Comprehensive, Scalable, and Compliant Web Data Extraction
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FLEXIBLE
Tailored to your workflow
Get structured data in JSON, NDJSON, or CSV files through Webhook or API delivery.
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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.
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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.
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COMPLIANT
Industry leading compliance
Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA.

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.
Effective competitive 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).
Market trends & growth

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.
B2B company data
Effective competitive analysis Market trends & growth B2B company data

Why 20,000+ Customers Choose Bright Data

compliant

100% Compliant

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

24/7 Global Support

A dedicated team of data professionals is here to help.
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Complete Data Coverage

Access 400 million+ global IPs to scrape data from any website.
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Unmatched Data Quality

Advanced technologies and validation methods for quality data.
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Powerful Infrastructure

Scrape high-volume data without getting blocked.
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Custom Solutions

Get tailored solutions to meet unique needs and goals.

Bright Data is used by world's top brands

We help businesses grow with secure, scalable, flexible data management.
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    I recommend using Bright Data’s products for any company, especially in the finance industry. Bright Data is trustworthy and compliant, the service is great, the products are flawless and their network is fast and stable.
    Xiaolong Shi
    Crawler Engineer at Bitget
  • nicholas renotte
    Bright Data has their own proxy infrastructure which helps keep your web data flowing plus, their web unlocker helps beat any pesky CAPTCHAs that might be holding you back.
    Nicholas Renotte
    Data Science Specialist
    Watch now
  • Charmagne-Cruz
    From my experience, Bright Data’s service has been invaluable. Bright Data helped us collect enough public web data to meet our needs, and with its support and development staff, we optimized many of our processes.
    Charmagne Cruz
    Head of Reporting & Analytics, Business Technologies and Pricing at Shopee Philippines Inc.
  • Man in black suit sitting with a neutral expression.
    Having the best quality and quantity of data is the most important thing, and that’s where the combination of Bright Data and tgndata works.
    George Koutsoudopoulos
    CEO at tgndata
    Watch now
  • Man in light purple shirt, blue background.
    We are really impressed with the reliability, and very happy with Bright Data overall. We have a regular communication channel with our account manager, who is very helpful.
    Yorgos Panzaris
    CTO at Convert Group
  • Man in blue shirt with arms crossed.
    We are very pleased with the partnership with Bright Data. Everything’s been good, the network has been very stable, we’re happy with the customer service and the support staff is bar none in our book.
    Cheddi Rai
    CEO at AdRetreaver
Trustpilot

Want to learn more?

Talk to an expert to discuss your LinkedIn scraping needs

Contact sales

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 targeted website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.

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.

Absolutely! The LinkedIn Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.

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.

Yes! Every new Bright Data account automatically includes 5,000 free credits per month (approximately $7.50 in value) — no credit card required, no promo code, no commitment. These credits apply to Scrapers (including the LinkedIn Scraper API), as well as the Unlocker API and SERP API. Credits renew on the 1st of each month, and you can start making API calls immediately after signing up.

When your 5,000 free monthly credits are exhausted, behavior depends on your account balance. If you have pre-deposited funds, usage continues seamlessly at standard PAYG rates with no interruption. If you have no deposited funds, requests will return an error until you add funds or until your credits renew on the 1st of the following month. Note that unused free credits do not roll over.

To avoid interruptions, you can enable auto-recharge in your billing settings at brightdata.com/cp/billing/settings.

There are no specific usage limits for the LinkedIn Scraper API, offering you the flexibility to scale as needed.

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).