/linkedin-jobs-scraper

LinkedIn Jobs Scraper running in Node.js that uses Puppeteer and RxJS to scrape job offers from LinkedIn.

Primary LanguageTypeScriptMIT LicenseMIT

LinkedIn Jobs Scraper

LinkedIn Jobs Scraper running in Node.js that uses Puppeteer and RxJS to scrape job offers from LinkedIn.

Example video scraping linkedin job offers

IMPORTANT: Web scraping can frequently violate the terms of service of a website. Always review and respect a website's robots.txt file and its Terms of Service. In this instance, this code should be used ONLY for teaching and hobby purposes. LinkedIn specifically prohibits any data extraction from its website; you can read more here: https://www.linkedin.com/legal/crawling-terms.

Highlights

  • 🔧 Parses LinkedIn job offers and returns the data in JSON format
  • 📄 Loops through all the pages for a specified search params
  • 🔁 Loops through as many search params as needed.
  • ⚡️ Uses RxJS Observables instead of Promises
  • 🛑 Handles 429 status code error
  • 🛡 Handles Linkedin Authwall
  • 💾 Saves the scraped data as JSON in an auto-generated /data folder
  • 📝 It is written entirely in Typescript.

How this code works

I wrote a blog explaining the code written in this repo with all the steps involved. You can find it here

Quick start

Node version >= 12 and NPM >= 6

# clone the repo.
git clone https://github.com/your-username/linkedin-jobs-scraper.git

# go to the repo
cd linkedin-jobs-scraper

# install the dependencies via npm
npm install

# start scraping
npm run start

NPM scripts

  • npm run start - runs with puppeteer in headless mode.
  • npm run start:debug - runs with puppeteer in non-headless mode.
  • npm run clean:data - removes the folder /data