 Kitzmiller was commissioned in the US Army reaching the rank of Captain in the Corps of Engineers.He was stationed in Italy in 1943, serving with the 92nd Infantry Division during the Italian campaign of World War II.Both of Kitzmiller's parents died during his military service, events which likely influenced his decision to become one of the few black soldiers to remain in Italy after the war.