Jillson is a surname. Notable people with the surname include:
Jeff Jillson (born 1980), American ice hockey player Joyce Jillson (1945–2004), American columnist, writer, actress and astrologist Justus K. Jillson, American educator and politician Willard Rouse Jillson (1890–1975), American historian, academic and geologist