Barlie is a Norwegian surname. Notable people with the surname include:

Harald Barlie (1937–1995), wrestler Ine Barlie (born 1965), wrestler Lene Barlie, wrestler Mette Barlie, wrestler Oddvar Barlie (1929–2017), wrestler Vegar Barlie (born 1972), ice hockey player