Novruzov is a surname. Notable people with the surname include:
Emil Novruzov (born 1995), Azerbaijani-Russian boxer Jahangir bey Novruzov (1894–1958), Azerbaijani military officer Nuraddin Novruzov (born 2003), Azerbaijani wrestler Nurlan Novruzov (born 1993), Azerbaijani footballer Siyavush Novruzov (born 1969), Azerbaijani politician Teymur bey Novruzov (1880–1961), Russian military officer