A native of San Antonio, Texas, Mumme played football as a receiver for Thomas Jefferson High School in Dallas, Texas, going on after graduation to play at New Mexico Military Institute and at Tarleton State University. While an undergraduate, he was a member of the Kappa Alpha Order.