Rush was born in San Francisco and raised in Oakland, the son of Roger and Leslie (Chesse) Rush.
Rush and his wife Elsa were co-workers for the Peace Corps in Botswana from 1978 to 1983, which provided material for a collection of short stories he published as Whites.