It's worth noting that one can still be conscious of performance without knowing about big-O or other academic nomenclature. In my experience as a self-taught programmer -- it became quickly evident that doing something in less cycles or while consuming less memory takes less time and gives the user a nicer experience. I didn't need big-O to figure that out. That said, eventually learning about it was very useful.