Muilenburg is a Dutch surname. Notable people with the surname include:

Dennis Muilenburg (born 1964), American engineer, businessman, and former CEO of Boeing James Muilenburg (1896–1974), American Bible scholar Walter J. Muilenburg (1893–1958), American writer