Allgeier graduated cum laude from Brown University with an A.B in international relations and earned a master's degree in international relations from the School of Advanced International Studies at Johns Hopkins University. He received a PhD in economics from the University of North Carolina at Chapel Hill. He was also a visiting instructor at Duke University and a Rockefeller Fellow at Harvard Divinity School.