Guenzel, Marius; Kogan, Shimon; Niessner, Marina; Shue, … - National Bureau of Economic Research - 2026
Human capital--encompassing cognitive skills and personality traits--is central for labor-market success, yet personality remains difficult to measure at scale. Leveraging advances in AI and comprehensive LinkedIn microdata, we extract the Big 5 personality traits from facial images of 96,000...