Charles B. Savage was born May 18, 1919, to Ellis Verle and Alice Marie (Clay) Smith at Casey, Iowa. His mother was later married to Jack Savage and at a young age they moved to California, where he was raised and graduated from Manual Arts High School of Los Angeles in May 1937. Charles received a track scholarship from Yankton College, where he continued his education.