David Deming Photo

David Deming

Appointment
Professor of Public Policy, HKS; Professor of Education and Economics, HGSE
Director, Malcolm Wiener Center for Social Policy
Office Address
79 John F. Kennedy St. Taubman Bldg 382
617-495-4370
Deming, David, and Lisa B. Kahn. "Skill Requirements Across Firms and Labor Markets: Evidence from Job Postings for Professionals." HKS Faculty Research Working Paper Series RWP17-022, April 2017.

Abstract

We study variation in skill demands for professionals across firms and labor markets. We categorize a wide range of keywords found in job ads into ten general skills. There is substantial variation in these skill requirements, even within narrowly defined occupations. Focusing particularly on cognitive and social skills, we find positive correlations between each skill and external measures of pay and firm performance. We also find evidence of a cognitive social-skill complementarity for both outcomes. As a whole, the job skills have explanatory power in pay and firm performance regressions, beyond what is available in widely-used labor market data.