Menu -> Help -> Account And Payment -> Account Settings and Ratings -> Delete my Uber Account -> Fill in the form.
Oh on iOS you will need to turn on location tracking otherwise the nag screen about how wonderful enabling location services is seems to prevent the app showing the menu button...
EDIT: Oh you can still press the Menu Button, its just the nag screen has a strong tint to it and I had my brightness low. Doh.
