Born in East Linton in East Lothian in Scotland, the son of Mary "née" Martin (1817–1901) and John Hardie (1820–1870), a Master Carpenter, Charles Martin Hardie initially joined the family business working as a carpenter; however, being related by marriage to the artist John Pettie persuaded him to train as an artist at the Trustees' Academy in Edinburgh.