Wouldn’t you rather go somewhere that wasn’t imminently about to be invaded by the Nazis? Beyond that, he didn’t intend to emigrate to the US when he went there: Hitler was appointed chancellor while Einstein was touring in the United States and he elected not to return to Germany.