I study how heterogeneity in competition can affect the demand for skilled labor in a way that generates a dispersion in productivity across otherwise similar firms. This is explored in the setting of professional basketball where heterogeneity in competition is easily measured. I develop and estimate a matching model with externalities, where the value of a match between a firm and worker depends on the entire allocation of matches.