The truth is, is that programming languages themselves have evolved far enough that knowing exactly what's running underneath the hood isn't needed anymore, outside of niche specialist cases. Most people don't even need to worry about seeing a single 'index out of range' issue, or worry about CPU cycles. And it's only going to become easier and easier.
I'd compare it to bricklaying. Yes, you need to use the correct formula for the cement you use, but figuring out that formula has already happened. For niche cases that require special cement, you go to the cement specialists that know the ins and outs of it.