The offenders were last seen fleeing in a silver vehicle.
Three men broke the glass door about 7:20 a.m., then made their way in and nabbed jewelry, police said.
It's unclear how much was taken. The store wasn't open at the time of the burglary.
The Sun-Times Media Wire contributed to this report.