Davis received a Ph.D. in education in mathematics, science, and technology from the University of California at Berkeley. Her research focuses on student and teacher learning and how learning can be supported by technology. Currently, she is investigating the knowledge integration processes of prospective and new elementary teachers. In 2001, Davis received the Presidential Early Career Award for Scientists and Engineers, in recognition of the promise of her work.