The crime happened over the Fourth of July weekend.
Investigators say the suspects got in through the roof of the store and drilled into safes once inside. They walked away with more than $6 million in jewelry.
Anyone with information was asked to contact the Sheriff's Department at (866) TIP-OCSD.
City News Service contributed to this report.