Yes, you should always be using the elements/tags with the most semantic meaning you can. When you need to add divs, spans and classes for styling reasons though, they're going to be ignored by screen readers so there's no problem here.

Yeah, I guess my concern is that a lot of developers don’t really seem to understand the difference between semantics and style.