Colette Pierce Burnette (born 1957) is an American educational administrator. Educated as an industrial engineer, Burnette later became interested in supporting students at historically black colleges and universities (HBCUs). After serving in several administrative positions at U.S. universities, she became the first female president of Huston–Tillotson University in 2015. In May 2022, Burnette was announced as the next president and CEO of Newfields in Indianapolis, Indiana.