 The hamlet lies on the south-western shore of Charron Lake and has an elevation of .As a designated place in the 2016 Census of Population conducted by Statistics Canada, Atmore recorded a population of 35 living in 14 of its 16 total private dwellings, a change of from its 2011 population of 20.With a land area of , it had a population density of in 2016.