As if there are no scam apps on Google Play.

Yes. That attack is a very real attack. The attacker gets access to the victim's phone and sideloads additional apps that appear to be the victim's legitimate banking application. The victim logs into it and sees a fake balance (as the app is fake). Pressure and other social engineering tactics are invoked and the scammer walks away with all of the victim's money.