Private First Class Rutherford was a member of the 17th Infantry Regiment, 7th Infantry Division. He was Killed in Action while fighting the enemy in North Korea on 20 October 1952.

Rutherford was awarded the Purple Heart, the Combat Infantryman Badge, the Korean Service Medal, the United Nations Service Medal, the National Defense Service Medal and the Republic of Korea War Service Medal.