A big chunk of the software development industry is not typing code but figuring out what code to write in the first place.

If you want to draw out the construction analogy, ask a mason or carpenter if they'd rather be an architect. (a lot would probably not want to, but I know a few people in the trades that can do a lot more than just welding two pieces of steel together, it's just that their job is the welding part.

Actually this will be one of the challenges; LLM assisted coding has empowered people to be more decision makers, lead developers, architects, etc than code monkeys. But it's a pyramid, there's only so many lead developers you feasibly need on a project.)