The son of Congressman Compton I. White and Josephine Elizabeth White (née Bunn), White was born in Spokane, Washington, and grew up in his family's hometown of Clark Fork, Idaho, and in Washington, D.C.
During World War II, White worked as an engineer for Boeing in Seattle, and also in mining, logging, and livestock breeding.