In my experience a good chunk of engineering managers were simply the greedy engineers who did not want or were not able to contribute technically and preferred

In my experience a good chunk of engineering managers were simply the greedy engineers who did not want or were not able to contribute technically and preferred to jump into management for an easier life and higher pay. That worked out for many of them which is one of the reason for dysfunction at some large tech companies.