I'm the living example of this. I'm an engineer who thought he's signing up to be the TL to design the architecture and implement the hard parts, and at some point I realized I'm doing a terrible job because in reality I'm just EM-ing this project 90% of the time, while my manager is busy with something else.
I've learned the lesson the hard way.