The Resume Is Not a Signal: Why Technical Hiring Is Broken
Resumes convert years of engineering work into keywords. Here's how we quantify what actually matters for hiring.
Resumes convert years of engineering work into keywords. Here's how we quantify what actually matters for hiring.
After interviewing over 500 engineers, one pattern is unmistakably clear: resumes are a terrible predictor of job performance. They're optimized for ATS systems, not for showing how someone actually works or thinks. A resume reduces years of engineering experience to a list of keywords and job titles that tell hiring managers very little about a candidate's real abilities.
What predicts success in an engineering role? Our research shows that verifiable contributions, real projects, and demonstrated problem-solving ability are far better indicators than keywords on a page. Yet most hiring processes continue to rely on resume screening as the primary filter, introducing noise and bias at the very first step.
Skills-based hiring, work sample tests, and verified project portfolios provide much stronger signals. Companies like Stripe, GitHub, and Automattic have moved toward these approaches and seen better hiring outcomes as a result. The key is evaluating what candidates can actually do, not what they claim on a document.
At DevPass, we're building a platform that makes verified evidence the foundation of professional identity. Instead of optimizing for ATS keyword matching, developers can showcase their real work, and companies can search for verifiable skills.
Head of Engineering
Maria leads engineering at DevPass. She's a former staff engineer at GitHub and has interviewed over 500 candidates.
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