Why skills-based hiring predicts performance better

For decades, hiring relied on degrees and years of experience as the main signals of fit. We now know that neither predicts real on-the-job performance well.

What the evidence says

Meta-analyses on predictive validity consistently show that cognitive ability tests and structured skills assessments outperform traditional criteria by a wide margin.

• Lower early turnover by aligning people with the role's real demands.
• More diversity, by opening the pool beyond formal credentials.
• Fairer, auditable decisions with less bias.

How to start

First define the role's critical competencies; then measure with validated instruments. At Self-AI we combine behavioral science, cognitive ability and technical skills into a single actionable profile.