Not a novel idea. The Atlas Family of ICMBs, the Thor/Delta Rockets, The Space Shuttle External tank, The R7 Russian rockets and the N1 Moon Rocket. They all did.
Musk's actually successful rocket is not made from steel. It has yet to be demonstrated that Starship is rapidly reusable, let alone that steel is significantly superior than other materials for this purpose.