The breadth of industry is so vast that people have wildly different takes on this. For a lot of simple coding tasks (eg custom plugins or apps) an LLM is not only efficient, but extremely competent. Some traditional coders are having a harder time working with them when a major challenge comes from defining the problem and constraints well. It’s usually something kept in head. So, new skill sets are emerging and being refined. The ones that thrive here will not be coders, but it will be generalists with excellent management and communication skills.

Yeah most of my team is using an LLM for "make this function better", or learning, or just somewhat smaller bites or code that an LLM will work well with. So we don't see the "hey rewrite this whole 20 year old complicated application, omg it didn't work" kind of sitiatons.