The book I'm currently reading the most is Advanced Programming in the UNIX(R) Environment (2nd Edition)

It tells you a lot about how UNIX works, where it came from, why it works like it does AND it's a reference book. :-)

Probably most useful when you're familiar with C, but even if you're not, a lot of it applies to perl, ruby and other languages with a strong POSIX interface on unix.