Salumäe is an Estonian surname. Notable people with the surname include:
Erik Salumäe (born 1970), Estonian politician Erika Salumäe (born 1962), Estonian track bicycle racer and Olympic gold medalist Jane Salumäe (born 1968), Estonian long-distance runner and Olympic competitor Jens Salumäe (born 1981), Estonian ski jumper and Nordic combined skier and Olympic competitor Priit Salumäe (born 1967), Estonian cyclist Tiit Salumäe (born 1951), Estonian Lutheran prelate