They are appealing to the public for sightings of Andrew Robinson (35), who was last seen in the Hillmorton area of the city about 9.30pm yesterday.
He was wearing a light grey long sleeve shirt and dark grey pants and has a chin beard.
Police and his family are concerned for his welfare.
Anyone with information is asked to call 111 and quote file number 220302/5765.