I'm probably stating the obvious, but make sure you stick with UberX/UberBlack, as regular Uber(and UberX vehicles without the proper credentials) is prohibited from picking up at Sky Harbor due to the contract with Yellow Cab. They can drop you off there, however.
I also wouldn't want to be riding the light rail after dark, but that's just me.