It’s more likely to reshape the developer hierarchy than to eliminate it.
NZ is already short of thousands of software engineers. Even if AI made every dev 2x faster, the backlog of digital transformation work would still take years.
So yes — the shape of demand will shift. But if you’re growing your capability and learning fast, you won’t be out of work for long. As long as you can demonstrate good work experience, you’ll be in demand.