That really depends. Where having CS knowledge matters is both low-level systems and libraries programming (working on the Linux kernel, embedded systems, building platforms or SDK stuff like AWS, etc.) and really big scaling, like at the FAANGs. Most people in this industry don't work on such things, so having CS knowledge probably does matter less to them.