Parrish was a talented and promising piano and composition student by the age of 14 at the Philadelphia Conservatory of Music. Two years later, she earned money for her tuition by working as a maid and a waitress, and by teaching piano. By the age of 19, she worked as a model for the Conover Agency in New York City.