Simons was born on January 16, 1914 in New Orleans and later attended the Isidore Newman School. Simons' father, Claude "Monk" Simons, Sr., served as the head coach for the Tulane baseball, basketball, track, and boxing teams, and as the Tulane football team trainer from 1926 until his death in 1943.