Taylor was born May Doris Charity Clifford in 1914 in Woking and studied medicine at the Royal Free Hospital. She was appointed assistant medical officer at Holloway in 1942, later becoming medical officer, before becoming governor in 1945. In 1955 she was governor during the imprisonment and hanging of Ruth Ellis.
