Douglas was a major-general from 1778, and replaced Ludwig Ernst von Brunswick-Lüneburg-Bevern at 's-Hertogenbosch. He was the son of George Douglas of Friarshaw and his wife, Elizabeth Scott (daughter of Sir Patrick Scott, Bart. of Ancrum). His grandfather was Henry Douglas, 6th laird of Friarshaw.