He began his coaching career as the associate head coach at Bishop Ireton High School. In the spring of 2007, Autry became involved in the AAU circuit, by becoming the coach of the 14-Under squad with NOVA United. During the 2007–2008 school year, Autry was named an assistant coach at Paul VI Catholic High School. In 2008, Autry switched AAU teams and became an assistant coach for the 17-Under AAU squad Team Takeover.
