Hunter was born in Saskatoon and founded his first competitive sports team when he was 18. Hunter's Saskatoon Dukes football club eventually became the Saskatoon Hilltops who as of 2004 had won 12 national junior titles. Hunter then attended Notre Dame College in Wilcox, Saskatchewan from 1938 to 1940, where he managed the college baseball team.