This paper seeks to gain insights on the relationship between growth and unemployment when considering heterogeneous agents in terms of skills. We allow for the possibility of train- ing for unskilled employed workers and for the possibility of human capital depreciation for skilled unemployed workers. These features are introduced in an endogenous job destruction framework µa la Mortensen and Pissarides (1998). We show that, when growth accelerates, a larger share of unskilled workers gets trained, increasing the incentives of ¯rms to update the job-speci¯c technology, rather than destroying it. The positive impact of growth on the employment rate is then magni¯ed and the predicting ability of the model to reproduce the sensibility of empl...