Pricing

Pay per usage

Go to Apify Store

LinkedIn Job Scraper

Try for free

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Shoaib Fareed

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

🚀 LinkedIn Job Crawler (Multi-Role AI Ready)

A production-ready Apify Actor built with PlaywrightCrawler (Crawlee) that scrapes LinkedIn Jobs for multiple roles and transforms them into structured data for automation workflows like n8n, AI job agents, and job intelligence systems.

🧠 What this project does

This crawler is designed to act as a job data pipeline, not just a scraper.

It can:

Scrape LinkedIn job listings
Support multiple job roles in one execution
Handle pagination automatically
Use proxy rotation (Apify Residential Proxy)
Apply anti-block techniques (delays + navigation control)
Normalize job data into clean JSON
Integrate directly with n8n workflows

⚙️ Input Configuration

{
  "keywords": "Laravel Developer",
  "location": ["Remote", "New York"],
  "companyName": "Acme Corp",
  "countryName": "United States",
  "postedInLast": "Week",
  "jobType": "Full Time",
  "limit": 20,
  "maxPages": 3
}

🔥 Features

🔍 Multi-role scraping

Search multiple job categories in a single run.

🌐 LinkedIn Jobs crawler

Extracts job listings from LinkedIn search pages using Playwright.

🔁 Pagination support

Automatically crawls multiple pages using start offsets.

🛡 Anti-block system

Random delays
Network idle waiting
Selector fallback

🌍 Proxy support

Uses Apify Residential Proxy for stability.

📦 Output

{
  "title": "Senior Node.js Developer",
  "company": "Tech Corp",
  "location": "Remote",
  "url": "https://linkedin.com/jobs/view/123",
  "source": "LinkedIn"
}

🚀 Run locally

apify run --purge

☁️ Deploy

apify push

🔌 API

POST https://api.apify.com/v2/acts/USERNAME~ACTOR_NAME/run-sync-get-dataset-items?token=API_TOKEN

🔄 n8n Flow

Cron → Apify → Normalize → AI Scoring → Email

🤖 AI Ready

Gemini scoring (1–10)
Salary extraction
Job ranking
Best job selection

⚠️ Notes

LinkedIn may block heavy scraping. Use proxies + delays.

📡 Stack

Node.js, Playwright, Crawlee, Apify

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