Over time I found the CS degree worked out. I was able to pick up the necessary domain knowledge for my own specialty. And having the deeper understanding of how/why things work at a theoretical level enabled me to transition to new technologies faster than people I know who just "learned to code".

But yes. As a junior developer where my programming skills were roughly the same as my friends who had non-coding skills as well, there was some second guessing on my part