Hugh M. Milton II was born in 1897. He was educated at the University of Kentucky, receiving a bachelor's degree and then a Master's Degree in Mechanical Engineering. He joined the faculty of New Mexico State University as a Professor of Mechanical Engineering in 1924. Two years later he was named Dean of Engineering. He became President of New Mexico State University in 1938. In 1947, Milton resumed the presidency of New Mexico State University.