Coming in 8.4. Right now the app always launches into the calculator. Many of you live in Calendar or My Stuff — soon you'll be able to set any tab as the default from Profile → Settings → Default Tab.
Saves your preference per-device so an iPhone and iPad can each land where you actually use them most.