Wallkill police say a Chase Bank ATM was pulled out by a truck early Tuesday morning.
Police were called to the bank on Lloyds Lane just after 5 a.m.
Officers arriving at the scene found an abandoned pickup truck still running with a chain attaching the ATM to the tow hitch.
There was no word on how much money the thieves made off with.
Anyone with information is asked to call Wallkill police at 845-692-6757.