Contents
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LinkedIn Job Scraper – Structured Leads with CSV Export
Overview
A configurable scraping pipeline to collect job postings, apply filters, and export CSV for downstream tools.
Problem
- Manual copy‑paste from job boards
- No consistent schema for analysis
Solution
- Headless browser with throttling and retries
- Filters for keywords, locations, seniority
- CSV export and deduplication by URL + title
Outcomes
- Hours saved weekly in lead generation
- Cleaner datasets for ATS and enrichment
Stack
- Node.js, Playwright/Puppeteer, CSV utilities, simple dashboard
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TagsCase StudiesWeb DevelopmentProgramming
WRITTEN BY
Muhammad Umar
Full Stack Developer & UI/UX Designer
I help businesses build modern, high-performance web applications with clean code and exceptional user experiences. With expertise in React, Next.js, and modern frontend technologies.
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