William George Bruce had three brothers and five sisters, all children of Augustus F. Bruce and Apollonia (Becker) Bruce.
On May 4, 1881, in Milwaukee, William George Bruce married Monica Moehring, daughter of Conrad Moehring and Renatta (Buehler) Moehring.