Masterkov () (feminine: Masterkova) is a Russian-language surname. Notable people with the surname include:

(1921–1945), Soviet WWII pilot, Hero of the Soviet Union Svetlana Masterkova (born 1968), Russian middle-distance runner Lidiya Masterkova (1927–2008), Soviet-born French painter

See also