Little began her career as a fashion designer with a dress-making shop in 5-Ways, Paddington under the name Jeanne Mitchell. Her mother had worked as a tailor in Scotland. Little's fashion designs, often reproduced in Australian Womens Weekly, were the springboard for her later career as an entertainer on the stage and television where she designed most of her clothes.