The latest incident occurred on March 4 at the Burlington on the 200 block of South Route 73 in Evesham Township.
Police say one of the suspect distracted the cashier, while the other stole $1,120 from the register.
They say the same pair has hit several Burlington, formerly Burlington Coat Factory, stores throughout the state.
Police released surveillance photos of the suspects on Thursday.
Anyone with information on the suspects should contact the Evesham Police Department at 856-983-1116.