Bitecofer graduated from the University of Oregon where she earned a bachelor's degree in political science and earned her Ph.D. in political science and international affairs from the University of Georgia. In 2015 she became a lecturer at Christopher Newport University and assistant director of the Wason Center for Public Policy where she conducted polling. In 2019 she applied to convert her position to tenure track, which would lighten her teaching responsibilities, but was denied by the university. As a result, she resigned her position and went to work for the Niskanen Center, a centrist think tank in Washington, D.C. Bitecofer's analysis has appeared on multiple media platforms including MSNBC and The New York Times. She wrote the 2017 book The Unprecedented 2016 Presidential Election on the election of Donald Trump and runs a podcast titled The Election Whisperer hosted by Substack. Today she runs Strike Pac, a liberal super PAC.