PM as in Project or Product Manager? (there is definitely some overlap though)
I look for a couple things, and ask questions that help evaluate their:
1) Technical background
2) Product instincts & creativity
3) How they've earned leadership
4) Ability to channel multiple points-of-view
5) Ship-ability