A native of Mississippi, Davis holds degrees in theory and composition from the University of Mississippi and the doctor of philosophy degree in composition from the University of Utah. He did post-doctoral study in composition at the Eastman School of Music in Rochester, New York. Davis studied with a number of celebrated composers including Samuel Adler, Ned Rorem, Vladimir Ussachevsky, Ramiro Cortes, Andrew Fox and Raymond Liebau.