This paper studies the supply and demand for on-the-job training where
the success of training is stochastic, firms have strictly concave pr
oduction functions and they have to pay hiring costs for employing ski
lled workers from the outside. The model explains how two commonly obs
erved personnel regimes, up or out rules and fast track jobs may simul
taneously operate in the same industry. There are predictions about fi
rm level dynamics and interactions between labor mobility and firm per
formance. The model also generates intermittent labor market events su
ch as lateral mobility, promotions, layoffs and variation in earnings
across identically skilled workers.