Umuhire is a Rwandan surname. Notable people with the surname include:

Adrie Umuhire, Rwandan politician, member of the Third legislature of the Rwandan Senate Amelia Umuhire (born 1991), Rwandan-German film director Eliane Umuhire (born 1986), Rwandan-French actress