Beverley O'Connor, 56, was last seen at 8am on Tuesday according to a family member.
She is approximately five foot two, medium build with ash blonde/grey shoulder length hair.
Beverley was last seen wearing a black parka coat with a brown fur hood, black trousers and a pink chequered scarf along with brown ankle boots.
West Yorkshire Police have put out an appeal on social media for anyone with information to come forward.
Anyone with information on Beverley's whereabouts should contact 101 referencing crime number 1147.