In 1987 Parker was a fellow of the John Simon Guggenheim Foundation. In 2009 the Parker was elected a fellow of the American Chemical Society and she received the Francis P. Garvan-John M. Olin Medal from the American Chemical Society. In 2017 she received the Arthur C. Cope Scholar Award in recognition of her work synthesizing organic compounds.