Following his stint as the Pitt head coach, Milligan took a series of assistant football coaching positions and was a highly regarded as a line coach.
After leading Pitt's football team, Milligan transitioned into coaching, securing various assistant roles and establishing himself as a respected figure in the field of line coaching.