How to Scrape Job Listings from Indeed and LinkedIn Jobs

Job data scraping is valuable for market research, salary analysis, and recruitment. Here's how to do it ethically. Indeed Job Search Indeed has a public search that returns results without login: const cheerio = require ( ' cheerio ' ); async function searchIndeed ( query , location ) { const url = `https://www.indeed.com/jobs?q= ${ encodeURIComponent ( query )} &l= ${ encodeURIComponent ( location )} ` ; const res = await fetch ( url , { headers : { ' User-Agent ' : ' Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 ' } }); const html = await res . text (); const $ = cheerio . load ( html ); const jobs = []; $ ( ' .job_seen_beacon, .resultContent ' ). each (( i , el ) => { jobs . push ({ title : $ ( el ). find ( ' .jobTitle span ' ). text (). trim (), company : $ ( el ). find ( ' .companyName ' ). text (). trim (), location : $ ( el ). find ( ' .companyLocation ' ). text (). trim (), snippet : $ ( el ). find ( ' .job-snippet ' ). text (). trim () }); }); return jobs ; } B