I feel like this depends on the kind of project/work to some degree. Lots of software engineering time is spent on very simple websites, apps and other projects that LLMs have been well trained on. I suspect if you want a static site with a contact form or a CMS theme/plugin, you could probably get a usable result by having some non-technical person plug some prompts into an AI.

They wouldn't be able to verify if the code is correct, but based on my testing, if the work is simple enough, it probably wouldn't matter much.

There are a lot of companies whose modus operandi is basically "build the same basic site 300 times, except with a different colour scheme and logo".