Brumbaugh served as Deputy Chief Economist at the Federal Home Loan Bank Board. He is a Senior Finance Fellow at the Milken Institute in Santa Monica, California. He received a B.A. degree from Colgate University and an M.Phil. and Ph.D. in economics from the George Washington University.