 Woodson played high school football for Austin High School in Chicago.Prior to joining the NFL, he played at the University of Illinois in football and track, setting the record for indoor 50 meters high hurdles twice and scoring three second half touchdowns against Michigan State during his time in Illinois.Woodson was drafted by the San Francisco 49ers in the second round of the 1957 Draft after fulfilling a military commitment.