Code isn't an output, it's just the final form of requirements. The software engineer job is just going from the informal talk about the feature to the formal nature of code that implements it. Yes, you can have an experienced person that broadly strokes the direction and have another less experienced programmer implements it, but there's no clear demarcation for the separation of role.

The real output is the shipped project, and sometimes your own code is only a tiny part of it.