Maye attended the University of Florida, where he played college football for the Florida Gators. During his time at Florida, he showcased his skills as a dynamic and impactful player, earning multiple accolades and recognition for his performances on the field. In 2017, Maye was selected by the New York Jets in the second round of the NFL Draft, marking the beginning of his professional football career.