My hobby remained my hobby even when it started making money. It wasn't until I started focusing on profit where it ceased to be a hobby and started feeling like work.
Elon Musk doesn't appear to be motivated by profit and therefore he doesn't need a hobby. Besides, what cooler hobby could there be than building rockets.