It happened around 2 a.m. Sunday at the Brothers Convenience Store on the 5800 block of Torresdale Avenue.
Police said the suspects picked up the ATM and placed it in a vehicle. They then fled on East Van Kirk Street.
Authorities are hoping surveillance cameras at nearby businesses can help them in their investigation.
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