Spencer was drafted by the Chicago Blitz of the United States Football League in 1983 after a college football career at Ohio State where he ran for 1371 yards in his senior season.
In 1985, Spencer signed to play for the San Diego Chargers, the same NFL team that drafted him in the 11th round of the 1983 NFL Draft.