Patterson was born in Auckland in 1855. He was educated at St Peter's School and was apprenticed to the Leahy Dock Ironworks, where he remained for about thirteen years.
Patterson died on 25 March 1923 at his residence in England Street, Ponsonby. He is buried at Waikaraka Cemetery in Onehunga. He was survived by his wife and 12 children.