Ferguson was Director of Bands at then Memphis State University from 1962 to the mid 1970s. He later served as Professor of Music and Director of Jazz Studies at Arizona State University. His also formed the Tom Ferguson Trio with bassist Bob Badgely and drummer Carmen Castaldi.