Analyses of GDP per capita differences across countries focus almost exclusively on differences in productivity. This paper shows that there are also large differences in medium-run dynamics in the employment-to-population ratio. The paper finds a general tendency for productivity growth to be negatively correlated with changes in the employment to population ratio for a large sample of EMDEs―a phenomenon described using the term jobless development in this paper. The paper also shows that there are large differences in the steady state levels of the employment to population ratios that countries are converging to. There are also countries that experience substantial increases in their employment-to-population ratio during the development process. Using a two-stage procedure, the paper studies this issue in a large sample of EMDEs. In the first stage, the paper estimates differences in steady-state employment ratios across countries. In the second stage, it documents which institutional and policy factors are correlated with steady-state employment ratios. The paper finds particularly large differences across countries in steady-state employment ratios for women. Fewer legal protections of women’s rights are associated with lower steady-state employment ratios for women, without an offsetting positive effect for men.