Furthermore, PMs are often customer facing. In my experience, they're often the people you bring in when the account manager wants to have roadmap and other relatively technical discussions.

There are degrees of seniority like everywhere else of course. But, in my experience (was a PM for hardware systems for a number of years), they're not typically right-out-of-school.