His freshman year, Davis contributed as a reserve to the eventual-national champion 2004 USC Trojans football team, playing in nine games and catching four passes behind fellow tight ends Dominique Byrd and Alex Holmes.
Davis was a preseason team All-Pacific-10 Conference player prior to 2007 and was considered a likely high draft choice for the 2008 NFL Draft.