Shanidze is a surname. Notable people with the surname include:

Akaki Shanidze (1887–1987), Georgian linguist and philologist Dito Shanidze (1937–2010), Soviet weightlifter Irakly Shanidze (born 1968), Georgian-American creative director and photographer Tamara Shanidze (born 1969), Georgian sprinter