This 100%. Having been both engineer and manager, I have to say it is much harder for engineers get promoted beyond the senior level, so pay is going to be high

This 100%. Having been both engineer and manager, I have to say it is much harder for engineers get promoted beyond the senior level, so pay is going to be higher over time for managers.