My experience has been a bit different. Mostly line of business or elearning apps the former rarely having a dedicated designer, so I've usually been the most experienced on that side. At this point, I'd prefer to just rely on a component library like mui and only minimally alter the CSS/JSS for a given component.

I understand that's really heavy handed for most websites, and even some web-apps.