Turn webpages into LLM-ready data at scale with a simple API call

Extract Job Listings from LinkedIn with Our Powerful API

Unlock valuable LinkedIn insights instantly. Our robust API empowers you to access real-time professional profiles, job data, and company pages reliably and at scale, overcoming blocks and CAPTCHAs with unmatched success rates

Get a custom trial and discover how ScraperAPI handles large scraping volumes

LinkedIn-job-listing
Scrape LinkedIn with ScraperAPI

Join the 10,000+ data-focused companies using ScraperAPI

Access and Extract Live LinkedIn Data: Public profiles, job listings, and company pages

Scrape LinkedIn Data: Overcome Blocks & Extract HTML Seamlessly

LinkedIn uses aggressive anti-bot systems to block scrapers, especially those targeting profile or job data. ScraperAPI bypasses these barriers using a global proxy pool of over 150M residential, datacenter, and mobile IPs. This allows you to extract LinkedIn data reliably, even at scale.

Auto Parsing​
Structured markdown and text data for LLM

Turn LinkedIn Pages into LLM-Ready Data

By setting the output_format parameter to text or markdown, ScraperAPI will return any LinkedIn job listings in an LLM-ready format – no parsing or extra steps needed.

Train your models and build custom applications using accurate job data from any LinkedIn domain.

Access Geo-Targeted LinkedIn Data and Uncover Region-Specific Insights

LinkedIn often tailors job listings, salary data, and company visibility based on location. With ScraperAPI’s geo-targeting, you can send requests from over 150 countries—perfect for localized lead generation, talent mapping, or competitor research.

Geotargeting is included in all plans.

ScraperAPI geotargeting
Async Scraper Service

Accelerate Large Scale LinkedIn Scraping with Our Async API

When you’re handling millions of requests, speed and reliability are invaluable. With our Async API, you can:

Automate and Schedule Recurrent LinkedIn Scraping Tasks

Want to keep your LinkedIn data updated without manual effort? With ScraperAPI’s DataPipeline endpoints, you can schedule and manage scraping jobs programmatically. Perfect for syncing lead databases, job boards, or talent networks regularly, with webhook support for real-time delivery.

It’s built to handle millions of monthly requests and supports webhook integration for automatic, real-time data delivery into your existing systems.

Data Pipeline
IP locatations

Pool of 150M+ IPs

geolocation

100+
proxy locations

Uptime guarantee

5s avg
response time

Unlimited bandwith

99.99%
success rates

Structured
data endpoints

Enterprise Features Without the Price Tag

Dedicated Account Manager

Your account manager will be there any time your team needs a helping hand.

Professional support

Premium Support

Enterprise customers* get dedicated Slack channels for direct communication with engineers and support.

geolocation

100% Compliant

All data collected and provided to customers are ethically obtained and compliant with all applicable laws.

IP locatations

Global Data Coverage

Your account manager will be there any time your team needs a helping hand.

Integration tutorials

Powerful Scraping Tools

All our tools are designed to simplify the scraping process and collect mass-scale data without getting blocked.

Designed for Scale

Scale your data pipelines while keeping a near-perfect success rate.

Consistently Scrape Millions of LinkedIn Pages with Industry-Leading Success Rates

Get a custom trial that fits your unique needs, including +300 concurrent threads, up to 50M scraping credits, an account manager, and premium support to handle large request volumes without interruptions.

Test Our LinkedIn Scraper API: Get Started in Minutes

Payload parameters

api_key
add your unique API key
urls
specify the page you want data from
country_code
send your requests from 100+ locations
render
set it to ‘true’ to scrape dynamic URLs
output_format
turn pages into markdown or text data
premium
tell ScraperAPI to use only residential and mobile proxies
ultra_premium
scrape the toughest sites without getting blocked
device_type
choose between ‘desktop’ or ‘mobile’ versions of the page
python snippet
import requests

payload = {
    'api_key': "YOUR_SCRAPERAPI_KEY",
    'url': 'https://www.linkedin.com/jobs/search?keywords=developer&location=United%20States&geoId=103644278&trk=public_jobs_jobs-search-bar_search-submit&position=1&pageNum=0',
    'country_code': 'us',
    'output_format': 'markdown'
}

response = requests.get('https://api.scraperapi.com/', params=payload)
job_listings = response.text

with open('linkedin-job.md', 'w', encoding="utf-8") as f:
    f.write(job_listings)
json export
* [  eCommerce Software Engineer - JavaScript (front-end) ](https://www.linkedin.com/jobs/view/ecommerce-software-engineer-javascript-front-end-at-converse-4217652727?position=1&pageNum=0&refId=0pL855e386sLgVP28bVFsg%3D%3D&trackingId=PwtcEqkxcKLywi6NGLyHpg%3D%3D)  
###  eCommerce Software Engineer - JavaScript (front-end)  
#### [ Converse](https://www.linkedin.com/company/converse?trk=public%5Fjobs%5Fjserp-result%5Fjob-search-card-subtitle)  
 Atlanta, GA  1 week ago
* [  Full Stack Software Engineer (L4), Product Localization Engineering ](https://www.linkedin.com/jobs/view/full-stack-software-engineer-l4-product-localization-engineering-at-netflix-4234102223?position=2&pageNum=0&refId=0pL855e386sLgVP28bVFsg%3D%3D&trackingId=8%2F3SiucEhhPry0KuuWOkTg%3D%3D)  
###  Full Stack Software Engineer (L4), Product Localization Engineering  
#### [ Netflix](https://www.linkedin.com/company/netflix?trk=public%5Fjobs%5Fjserp-result%5Fjob-search-card-subtitle)  
 Los Gatos, CA  1 day ago
* [  Software Engineer, Mail ](https://www.linkedin.com/jobs/view/software-engineer-mail-at-notion-4217097157?position=3&pageNum=0&refId=0pL855e386sLgVP28bVFsg%3D%3D&trackingId=TeKq%2FAKO5WebV2pqAtZusw%3D%3D)  
###  Software Engineer, Mail  
#### [ Notion](https://www.linkedin.com/company/notionhq?trk=public%5Fjobs%5Fjserp-result%5Fjob-search-card-subtitle)  
 New York, NY  5 days ago
* [  Software Engineer, Front End ](https://www.linkedin.com/jobs/view/software-engineer-front-end-at-meta-4220079042?position=4&pageNum=0&refId=0pL855e386sLgVP28bVFsg%3D%3D&trackingId=AIeAt4i9DZBAKErX5t9Xng%3D%3D)  
###  Software Engineer, Front End  
#### [ Meta](https://www.linkedin.com/company/meta?trk=public%5Fjobs%5Fjserp-result%5Fjob-search-card-subtitle)  
 San Francisco, CA  2 days ago
* [  Software Engineer I ](https://www.linkedin.com/jobs/view/software-engineer-i-at-twitch-4223669951?position=5&pageNum=0&refId=0pL855e386sLgVP28bVFsg%3D%3D&trackingId=dkZ7zqCEx%2BUexl%2BSX1tDtw%3D%3D)  
###  Software Engineer I  
#### [ Twitch](https://www.linkedin.com/company/twitch-tv?trk=public%5Fjobs%5Fjserp-result%5Fjob-search-card-subtitle)  
 San Francisco, CA  2 weeks ago

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What Our Customers
Are Saying

One of the most frustrating parts of automated web scraping is constantly dealing with IP blocks and CAPTCHAs. ScraperAPI gets this task off of your shoulders.

based on 50+ reviews

BigCommerce

Simplify Your LinkedIn Data Scraping Workflow with ScraperAPI

Hobby

Ideal for small projects or personal use.

Hobby

$49

/ month

$44

/ month, billed annually

Startup

Great for small teams and advanced users.

Startup

$149

/ month

$134

/ month, billed annually

Business

Perfect for small-medium businesses.

Business

$299

/ month

$269

/ month, billed annually

Scaling

Most popular

Perfect for teams looking to scale their operations.

Business

$475

/ month

$427

/ month, billed annually

Enterprise

Need more than 5,000,000 API Credits with all premium features, premium support and an account manager?

LinkedIn Scraping FAQs: Learn More About Using ScraperAPI

Yes, scraping publicly available data from LinkedIn is legal, as long as the content is accessible without logging in or bypassing authentication walls.

Yes. ScraperAPI is designed to handle LinkedIn’s advanced bot detection systems and maintain access to public data even under strict protection.

On average, 1–5 seconds per request. Even complex pages, like job listings or large profiles, usually respond within 10 seconds.

Using ScraperAPI, you can extract data like profile names, job titles, company information, job descriptions, experience, skills, and public network details—perfect for recruiting tools, HR platforms, or sales intelligence workflows.

For enterprise users, concurrency is customizable—some plans support up to 1,000 concurrent threads or more. Standard paid plans, like the Scaling Plan, support up to 200 threads—ideal for large-scale LinkedIn scraping projects.