Jewellery with an estimated value of £60,000 was stolen from shop on the Main Street in Ballyclare early on Tuesday.
Detectives are appealing for information following the robbery, which happened some time between midnight and 6am.
Entry was gained to the Co Antrim premises via the front shutter, the PSNI said. Police are seeking dashcam, CCTV or other video footage.