Meyer was son of the Reverend Horace Rollo Meyer and Arabella Crosbie Ward.
Meyer and his wife had two daughters, Jillian Rollo Dawn who later married Albert Paul Prestwich, and Jacqueline Valerie Faye Meyer who married Reginald Nicholas Mander (their son Julian, their grandson Gareth, and their great grandson Jack, all later attended Millfield).