I think its gonna be Software Engineers with AI skills or without one. It will definitely impact but it will take 5-10 years. Right now you still need to guide to AI. And being a good engineer helps.
My personal experience and perspective with off shore is that the AI is already better. I'm certainly not going to even entertain the prices we used to endure