The suspects arrived at Sainsburys on Bridge Way between10:45 and 11 o’clock in the morning on the 27th February.
They concealed £530 worth of alcohol in bags and headed for the exit, threatening security with one of the bottles on their way out.
Anyone with information on their whereabouts is urged to contact police on 101.