"There's a difference between software engineering and computer science. "

Yes. THIS in spades.

There is a gulf between programming and software engineering. Good programmers are a dime-a-dozen; some of them come from boot camps, some are auto-didactic. Good software engineers are very difficult to find. I think because programming and software engineering are so commonly conflated.