Personality-based hiring uses assessments to inform judgments about job fit. Research links conscientiousness to performance across many jobs, extraversion to success in sales and leadership roles, and openness to creativity and adaptability. Use Big Five, EQ, and job-specific assessments. Legal considerations: tests must be job-relevant and applied consistently. Combine with interviews and skills tests for best results.