Nurmsalu is an Estonian surname. Notable people with the surname include:
Kaarel Nurmsalu (born 1991), Estonian ski jumper and Nordic combined skier Laura Nurmsalu (born 1994), Estonian recurve archer Sandra Nurmsalu (born 1988), Estonian singer and violinist