It happened on July 14 at the Penn Community Bank in the Highland Park area.
Photos from the ATM show that the suspect has a distinctive tattoo on his left forearm.
Police believe the man seen in the background was acting as a lookout.
Investigators were able to recover the skimmer device before the suspect came back to retrieve it.
Anyone with information is asked to call police.