Women are underrepresented in science and engineering, with the underrepresentation increasing in career stage. This article, from the May 2016 issue of American Economic Review, analyzes gender differences at critical junctures in the STEM pathway—graduate training and the early career—using UMETRICS administrative data matched to the 2010 Census and W-2s. ...