Following her doctoral studies, Willcox worked at Boeing Phantom Works in the Blended-Wing-Body aircraft design group for a year. In 2001, she joined the Department of Aeronautics and Astronautics at MIT as a professor. In 2008, she additionally became a founding co-director of the MIT Center for Computational Engineering.