>Expecting the average software eng to know what a CDF is the same as expecting them to know 3d graphics basics like quaternions and writing shaders.

I did write shaders and used quaternions back in the day. I also worked on microcontrollers, did some system programming, developed mobile and desktop apps. Now I am working on a rather large microservice based app.