When I was in academia, I was among the first in our department that moved from latex to pdflatex. One of my motivations was that (E)PS files could be huge, particularly for bitmap graphics, whereas pdflatex supports PNG and JPEG as well as compression of PDF itself. That helped a lot when disk quotas at the time were very limited.
