The Time Traveler's Wife by Audrey Niffenegger

I'm not sure I think this book is science fiction.  It definitely has a SF premise - what happens if you're unstuck in time?  Can you have relationships?  Can you have a job?  Can you have sanity?  If you can't count on time working linearly, how does that work in this very linear world?

Spoilers!