Gary Young was last seen by a family member on Saturday, December 28.
Police have turned to social media in a bid to find Gary and issued an appeal for information on their Facebook page.
Officers say he has been missing before and inquiries are ongoing in the local area to trace him.
Gary is described as white, around 5ft in height and of slim build with short brown hair and a fair complexion.
When he was last seen he was wearing a navy blue Nike tracksuit.
Anyone with any information on Gary's whereabouts is asked to contact Police Scotland on 101.