Ngulube is a surname. Notable people with the surname include:
Chisomo Ngulube, Malawian journalist and editor Madyina Ngulube, Malawian football midfielder Samson Ngulube (born 2005), Zambian football defender Tutwa Ngulube, Zambian barrister and politician