The skills that atrophy are the ones you weren't using anyway. If you let the LLM do the interesting/engaging parts, that's on you, not the tool
What change are you after?
I personally rarely have been paid for productivity. How fast I can put out features rarely earns me extra money. What people want is someone who understands what they want and finds a way to deliver when we agreed to and spots pitfalls along the way.