Bisset married Henrietta Katherine Tait and the couple had six children – four daughters and two sons. In 1902 he bought the houseSt James Manor in St James, Cape Town and lived there until 1912. He then settled with his family at Aboyne House in Kenilworth, Cape Town and died in 1958 at the age of 90.