@article {479816, title = {Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals}, journal = {Journal of Labor Economics}, volume = {36}, number = {S1}, year = {2018}, pages = {337-369}, author = {David J. Deming and Lisa B. Kahn} }