Davis attended the Iowa State University of Science and Technology, where he earned a bachelor's degree, and the University of Minnesota, where he earned Masters and Ph.D. degrees.
From 1939 he became involved in agriculture-related New Deal agencies, working for the Commodity Credit Corporation, National Council of Farmer Cooperatives, and National Wool Marketing Corporation, among other agencies.