Jarmilla McMillan-Arnold grew up in Detroit and Pontiac, Michigan. At the age of eight she moved to Las Vegas with her father Dr. James B. McMillan, who was president of the Las Vegas branch of the National Association for the Advancement of Colored People (NAACP).