Probably. I’d certainly not want to use a mechanic who doesn’t understand the combustion engine, or who is incapable of giving at least a high-level overview of it.
For software, we've gone from machine code to high level languages, but were still writing algorithms, which is the important thing as you still use your brain for that. Until vibe coding came along.