Investigators released a surveillance image from the store on Churchmans Road.
Officials believe he stole several times from the store, but the most recent was on Tuesday morning.
He took a DeWalt product from a display, then carried the item out of the store and got away in a Hyundai Sonata driven by another person.
Anyone with information is asked to contact Troop 6 at 302-660-3804.