It happened around 2 p.m. on May 31 at the store located on the 1300 block of Bristol Pike.
Police say the suspect stole 30 pairs of shoes and concealed them in two large suitcases.
The shoes were valued at $1,659.
Police say the suspect was last seen fleeing on foot.
Anyone with information is asked to call police at 215-633-3719.