Scobee was born in Longview, Texas. He began kicking his senior year for Longview High School. In addition to handling the kicking duties, Scobee was also the punter. He was 23 for 23 on extra points and was six for nine in the field goal category. He was well known for kicking kick-offs through the uprights. He earned first-team All-District honors as a kicker and second-team All-East Texas accolades as a punter.