Hilda Matheson was born on 7 June 1888 in Putney, in south-west London, England to Scottish parents, Margaret (née Orr) and Donald Matheson.
During World War I, Matheson was employed by the War Office as an MI5 operative, working in army intelligence and ended her war work in Rome at the British military control office.