A skimmer was found on an ATM machine outside at the SunTrust branch on 4303 S US Hwy 27.
Police are asking the public's help to identify the suspects who were caught on surveillance video installing the skimmer on Saturday.
An employee reviewing the surveillance video noticed the suspects installing the skimmer and called Clermont Police.
Investigators removed the device and said that it was still operational when they took it off the ATM.
The men were driving a white older model Dodge Caravan. They are not visible enough in the surveillance photographs to give a good description of their appearance.
Anyone with information is asked to call Crimestoppers.