Police say burglars hit the KUB Service Center in the 4200 block of Asheville Highway around 6:30 Monday morning.
They say the group pulled up in a stolen white van and smashed the front glass of the business.
They then took the ATM and put it in the back of the van.
The van was later found down the road.
It is unknown how much cash was inside the ATM.
Anyone with information should call the KPD Crime and Drug Hotline at 215-7212.