We combine traditional algorithms with AI to ensure you only see jobs that truly match your skills and experience.
Before we even look at skills, we classify both developers and jobs into role categories:
Why this matters: We'll never match a QA Engineer to a Software Developer role, even if they both know Python.
3 of 3 technical skills matched
After role filtering, we analyze technical skills:
Every match is verified by Claude AI before we send it to you:
Quality threshold: We only send matches with 75%+ AI confidence score.
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❌ Keyword matching only
❌ QA Engineer matched to Software Developer roles
❌ "Professional" and "team" count as skills
❌ No quality verification
❌ Spam you with 100+ irrelevant jobs
✅ Role-aware matching first
✅ QA only sees QA roles
✅ Generic terms automatically filtered
✅ AI verifies every match
✅ 3-5 highly relevant jobs only
We'll never contact you more than once per month unless you ask for weekly updates.
See for yourself why thousands trust our AI-powered matching
100% free • No credit card required