The incident happened sometime over night between April 10 and 11, and involved the cash machine being taken from inside the property.
The offenders gained entry via the roof and it is believed they will have used ladders and taken these away from the scene with them.
Anyone who saw anything suspicious in the area on the evening of April 9 or the early hours of April 10, is asked to get in touch. In addition, anyone who has seen a stolen or dumped cash machine, is asked to contact police. Dial 101, press 2 and ask for CID Scarborough.
Please quote reference number 12210095148 when passing on information.