Born in London, Irwin studied at the Ruskin School of Drawing and Fine Art in Oxford and the Chelsea College of Art and Design under Henry Moore and Graham Sutherland. She went on to teach general design at the RCA, and eventually become head of decorative arts at the City and Guilds Art School.