He might if Cruz is the nominee. If Trump is the nominee, I expect Priebus will stay on until after the election to make sure Trump doesn't install his own people at the RNC.
Priebus won’t be able to stop Trump. He’s a paid employee chosen by some members. Most members will get behind Trump as the new head of the GOP.