Born in Hartlepool, County Durham, Margaret determined to become an artist following a childhood meeting with Patrick Heron. She won a scholarship to the Royal College of Art between 1944 and 1947, then at its wartime home in the Lake District, where she met her husband to be, Lionel Bulmer.