Melville filled various political offices and was First Lord of the Admiralty fron 1812 to 1827 and from 1828 to 1830; his name is perpetuated by that of Melville Sound, because of his interest in Arctic exploration. His eldest son became Henry Dundas, 3rd Viscount Melville.