The "higher level" framing is real, but I'd put it more specifically as persuasion.
Senior engineers used to be the smartest person in the room solving the hardest problem alone. The ones who'll thrive now have to align finance, product, and engineering toward a decision. It's a different skill entirely.
Of course someone still needs to fix the bugs automation creates.