Historically a fishing village, its role in the fishery has declined since the northern cod moratorium of 1992.
Quirpon is a designated place in Canadian census data. Published statistics for the Quirpon DPL, which had a population of 248 in the Canada 2006 Census, also include the nearby village of Straitsview and the historical site at L'Anse aux Meadows.