Hatfield was named after the ancestral home of the Marquess of Salisbury – Hatfield, Hertfordshire.. It was first settled on by Robert Snodgrass and David Mitchell, two transport riders who made a fortune selling whisky to newly arrived settlers in 1891.
Hatfield was located south of Salisbury, Rhodesia. The suburb was laid out in 1920.