I think we can expect a bifurcation: managerial jobs that will require a lot of breadth and engineering jobs that will require a lot of depth. The manager engineers will have AIs doing all sorts of things for them across the stack. The deep engineers will develop an expertise that the AI can't get to (at least not yet).