In the programming category, I'd definitely have to say the pragmatic programmer.

Written in a way that makes it very easy to understand, especially for relative newbies, it's not technology bound, encourages good practices and fosters curiosity. In short, it's timeless.

This should be required reading for any junior hire imo.