Why did Adolf Hitler become Adolf Schicklgruber?

Actually it was the other way round. Alois Hitler (Adolf's father) was born Adolf Schicklgruber and changed his last name to Hitler when he was in his late 30s - some 12 years (and 3 months and 17 days) before Adolf was born. So Adolf Hitler was born Adolf Hitler and kept the same name his whole miserable life.