Prior to joining the UN, Orr served as the Executive Director of the Belfer Center for Science and International Affairs at the Kennedy School of Government at Harvard University.
Before working for the US government, Orr served at the International Peace Academy in New York and at the United States Agency for International Development (USAID) in Nairobi, Kenya.