I think ‘purely’ is a strong word. I suspect it will be a bit more like what I’ve been told flying an Airbus is like. The pilot will make an input, and the computer will attempt to take it into account when deciding how to do what it wants to do.
You are right that individual pilots will still have different opinions about what constitutes a good roster, but I suspect far fewer people will achieve their idea of good.