Hurnard was born in 1905 in Colchester, England, to Quaker parents. She graduated from Ridgelands Bible College in 1926. In 1932 she became an independent missionary, moving to Haifa, Palestine. Her work in Palestine and later Israel lasted 50 years, although she would later maintain a home in England as well.