After five years with the Missouri Tigers, Morse was selected with the No. 49 pick in the 2015 NFL draft by the Chiefs. After snapping to Alex Smith for three years, Patrick Mahomes took over under center for the final his final season with Kansas City. However, Morse departed for the Bills the offseason before the Chiefs won Super Bowl LIV.