Burgess, whose full name is Cole Robert Burgess, was born on September 17, 1994, in Cincinnati, Ohio. He is an American national and has always had a passion for football since his childhood. Burgess attended the University of Cincinnati and played college football for the Bearcats before he was selected by the Bengals in the NFL Draft.