Ed Oliver was born on December 12, 1997, in Houston, Texas. He first gained recognition for his football skills while playing for the University of Houston, where he was a dominant force on the defensive line. Oliver declared for the NFL Draft after his junior year and was selected by the Buffalo Bills as the ninth overall pick in the 2019 draft.