disagree, at a base level almost all engineering is systems analysis. Understanding a system of queues is not massively different from a system of forces or a system of chemical reactions in terms of what sort of thinking it takes.
Coding and using coding tools is a bump in the road and then eventually that all fades into the background and you’re thinking just in terms of systems again.