Nutsubidze () is a Georgian surname. Notable people with the surname include:

Giorgi Nutsubidze (born 1998) is a rugby union player Shalva Nutsubidze (1888 – 1969) was a Georgian philosopher, translator and public benefactor, one of founders of the Tbilisi State University