Open-source Python pipeline for automated tech job scraping and LLM-enriched matching

Short summary

A developer burned out from manual job hunting built 'job-digest,' an open-source Python pipeline that scrapes LinkedIn, Indeed, Glassdoor and others, enriches listings with GPT-4o-mini (~$0.02/100 jobs), ranks by stack match, and delivers a daily Telegram digest. The architecture uses async httpx, SQLite for dedup, adaptive rate limiting, and cron on a Raspberry Pi. The author seeks collaborators and shares full architecture decisions.

• •Open-source Python pipeline scrapes multiple job boards, enriches with GPT-4o-mini at ~$0.02/100 jobs, and delivers daily Telegram digest
• •Architecture: async scrapers → LLM enricher → scoring ranker → Telegram notifier, backed by SQLite
• •Author applied to 73 jobs in 4 weeks with 4 phone screens before automating the process

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