Dev.to
7/27/2026

The original title is: "JobRadar: open-source CLI tool scores job listings with local LLM via Ollama"
Original: I Built a Job Search Agent That Scores 200 Jobs With Local AI -- Zero Cloud, Zero Cost
Short summary
JobRadar is an open-source CLI tool that searches 8 job boards concurrently and scores each listing against a user-defined profile using a local LLM (qwen3-1.7b via Ollama) — no API keys, no cloud, no cost. It scores jobs on skills match, experience fit, salary fit, and remote fit, producing structured JSON with ratings and reasoning. Includes a FastAPI Kanban dashboard for application tracking; MIT licensed.
- •Open-source CLI tool searches 8 job boards and scores listings with a local LLM (qwen3-1.7b via Ollama)
- •Scores on skills, experience, salary, and remote fit — ~9 seconds per job on CPU, no GPU needed
- •Includes FastAPI Kanban dashboard; MIT licensed, zero cloud cost, all data stays local
Generated with AI, which can make mistakes.
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