Yes, though theoretically a single PDF could contain multiple exploits for multiple different PDF reader programs, I believe. Not sure if that's ever actually been observed, but it seems plausible in theory.

Most people use Adobe Acrobat, though, I think, so a PDF exploiting an Acrobat zero-day can be safely assumed to be pretty effective.