Free · Personalized to your resume

Find the AI-era engineering role you're built for

Paste your resume. Get an honest, specific read on which of the AI-era engineering tracks fits your background best, and the exact gaps to close before your next interview.

1. Résumé2. A few questions
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No signup needed, see your best-fit role and your top gaps in seconds. Your full step-by-step plan unlocks free after.

Built on the same scoring rubric Velocode uses to prep engineers for roles at Anthropic, OpenAI, Databricks, and 50+ AI companies.

Role fit is guidance, not a hiring decision. The point is to focus your prep on the right track and the right gaps.