Pricing

from $2.10 / 1,000 company page scrapeds

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LinkedIn Profile, Company, Posts & Jobs Scraper (No Cookies)

Try for free

LinkedIn scraper for public profiles, company pages, posts, comments and jobs, in bulk from URLs or a jobs search. Get work experience, education, skills, company size, industry, post reactions, job descriptions and salaries. No cookies or account required. Export to CSV, Excel, JSON or use the API.

Pricing

from $2.10 / 1,000 company page scrapeds

Rating

5.0

(2)

Developer

Data Forge

Actor stats

Bookmarked

Total users

Monthly active users

6 days ago

Last modified

Categories

Social media

Lead generation

Jobs

Features

You can access the LinkedIn Profile, Company, Posts & Jobs Scraper (No Cookies) 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 API & Integrations 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 = {
9    "profileUrls": ["https://www.linkedin.com/in/williamhgates"],
10    "companyUrls": ["https://www.linkedin.com/company/apify"],
11    "proxyConfiguration": {
12        "useApifyProxy": True,
13        "apifyProxyGroups": ["RESIDENTIAL"],
14    },
15}
16
17# Run the Actor and wait for it to finish
18run = client.actor("data_forge_org/linkedin-scraper").call(run_input=run_input)
19
20# Fetch and print Actor results from the run's dataset (if there are any)
21print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
22for item in client.dataset(run.default_dataset_id).iterate_items():
23    print(item)
24
25# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

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

The Apify API client for Python is the official library that allows you to use LinkedIn Profile, Company, Posts & Jobs Scraper (No Cookies) API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

LinkedIn Profile, Company, Posts & Jobs Scraper (No Cookies) API in JavaScript

LinkedIn Profile, Company, Posts & Jobs Scraper (No Cookies) API through CLI

LinkedIn Profile, Company, Posts & Jobs Scraper (No Cookies) OpenAPI definition

LinkedIn Profile, Company, Posts & Jobs Scraper (No Cookies) API

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