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

Anders Gløersen (born 1986), Norwegian cross-country skier Inger Alver Gløersen (1892–1982), Norwegian writer Jacob Gløersen (1852–1912), Norwegian painter Kari Gløersen (born 1948), Norwegian politician