Harold Pope Jr. was born in Pueblo, Colorado. Pope served in the U.S. Air Force. He earned a B.S. in biochemistry from the University of New Mexico. Pope's career experience includes working as a security cooperation officer, a substitute teacher with Albuquerque Public Schools, and a chemist.