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Developer uses Claude AI as personal tech recruiter to rank and filter job listings

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A PHP developer grew frustrated with spending more time searching for jobs than actually applying, finding that generic keyword searches returned hundreds of poorly matched results. He designed a workflow where Claude AI first deeply analyses his resume and technical profile before searching for real job openings. The system accounts for his mixed background spanning PHP 8, React/Next.js, and applied AI tools like RAG and LLMs, which standard ATS filters often overlook. Claude then evaluates each vacancy against his full skill set and produces a ranked spreadsheet with scores, justifications, and tailored recommendations. The developer says this approach eliminated low-value browsing and fundamentally changed how he conducts his job search.

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Developer uses Claude AI as personal tech recruiter to rank and filter job listings · ShortSingh