LinkedIn Harvester

About

LinkedIn Harvester is a powerful, production-ready Chrome Extension designed for recruiters, researchers, and job seekers who need to extract job postings from LinkedIn at scale.
Instead of manually clicking through hundreds of job postings and copy-pasting details, LinkedIn Harvester automates the entire process using a robust, highly reliable Two-Phase workflow. Simply queue up your target keywords and regions, and let the extension do the heavy lifting.
Why install LinkedIn Harvester? Traditional scrapers break easily on modern single-page applications. LinkedIn Harvester is built on a strict MV3 architecture that intelligently handles lazy-loading, pagination, and dynamic URL updates. It acts like a human, pacing its requests to keep your session safe while delivering perfectly formatted data.

Key Features:
- Multi-Region & Keyword Queues: Set up combinations of search terms and locations, and the harvester will sequentially process all of them.
- Two-Phase Extraction: Safely harvests all available job IDs from search result lists first, then performs deep-detail scraping on individual job pages to ensure maximum data capture without timeouts.
- Smart Data Parsing: Automatically extracts and cleans messy DOM data. It parses "Fit Level Preferences" into clean columns for Workplace Type (Remote/Hybrid/On-site), Employment Type, and Salary Details.
- Cleaned Outputs: Automatically strips unnecessary text (like "Promoted by hirer" from applicant counts or "About the job" from descriptions) so your data is immediately usable.
- Premium CSV Exports: Downloads your results directly to a clean CSV, featuring your local timezone formatted in a 12-hour AM/PM structure.
- Seamless Authentication: Silently checks if you are logged into LinkedIn and automatically routes your tabs so you can start harvesting immediately.

Note: This extension requires an active LinkedIn account to run. Please use responsibly and adhere to reasonable rate limits to protect your account.