Police said three male suspects wearing ski masks gained entry to the store after breaking the front door in the 5100-block of South Pulaski Road at about 1:34 a.m.
The thieves then dragged the ATM outside and put it inside a brown van, police said.
No one is in custody and no injuries were reported. Area Central detectives are investigating.