Pricing

from $3.00 / 1,000 results

LinkedIn Scraper

All-in-one LinkedIn scraper: profiles, jobs, posts, and companies. No cookies, no login required. Rich data: experience, skills, job descriptions, salary, reactions. Chrome TLS fingerprint + residential proxy. Lightweight HTTP-only, 256MB.

Pricing

from $3.00 / 1,000 results

Rating

0.0

(0)

Developer

Arben Sabani

Actor stats

Bookmarked

Total users

Monthly active users

8 hours ago

Last modified

Categories

Social media

Jobs

Lead generation

You can access the LinkedIn Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "urls": ["williamhgates"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("sabania/linkedin-scraper").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Scraper — Profiles, Jobs, Posts & Companies API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

LinkedIn Scraper API in JavaScript

LinkedIn Scraper API through CLI

LinkedIn Scraper OpenAPI definition

LinkedIn Scraper API

LinkedIn Jobs Scraper

automation-lab/linkedin-jobs-scraper

Scrape LinkedIn job listings using the public guest API. Search by keyword, location, job type, experience level, and workplace type. Returns salary, company info, full descriptions, and more. No login or cookies required. 256MB, HTTP-only, fast and cheap.

Stas Persiianenko

LinkedIn Jobs Scraper

optimus-fulcria/linkedin-jobs-scraper

Scrape job listings from LinkedIn public search. Extract titles, companies, locations, salaries, descriptions. No login required.

Fulcria Labs

LinkedIn Profile Scraper + Email ✅ No Cookies

harvestapi/linkedin-profile-scraper

Extract detailed information from LinkedIn profiles in bulk, including complete work experience, education history, skills and more. No cookies or account required.

HarvestAPI

10K

4.6

LinkedIn Profile Posts Scraper (No Cookies)⚡$2 per 1k

harvestapi/linkedin-profile-posts

Extract posts from LinkedIn profiles, including content, media, engagement, reactions, comments, and more. No cookies or account required.

HarvestAPI

4.8

Linkedin Post Search Scraper (No Cookies)

harvestapi/linkedin-post-search

Search LinkedIn Posts with advanced filters by target profiles or companies. No cookies or account required.

HarvestAPI

6.1K

5.0

Linkedin Job Scraper

futurizerush/linkedin-job-scraper

Extract LinkedIn job listings with complete details including descriptions, salary ranges, company information, and benefits. No login required.

Rush

5.0

Post Data Scraper for LinkedIn | No Cookies

apimaestro/linkedin-post-detail

Linkedin Posts Data Scraper: Extract detailed information from LinkedIn profiles including work experience, education history, and location details.

API Maestro

506

5.0

LinkedIn Jobs Scraper (No Login Required)

delicious_zebu/linkedin-jobs-scraper-no-login-required

Effortlessly extract LinkedIn job listings with rich details like title, company, salary, and description—no login required. Freely filter by keyword, location, or other criteria. Perfect for HR tech, talent analytics, and job market research.

ВAH

118

5.0

Linkedin Company Post Scraper

freshdata/linkedin-company-post-scraper

Extract posts from any linkedin company. No cookies required.

FreshData

114

5.0

LinkedIn Profile Scraper + Email Finder (No Cookies)

b2b_leads/linkedin-profile-scraper

Scrape LinkedIn profiles and find verified emails — no cookies, no login, no account needed. Extracts name, headline, experience, education, skills, articles, followers, and emails from 4 OSINT sources. Bulk support with parallel enrichment, automatic residential proxy rotation, and retry logic.