It happened at the Hermano's Barbershop early Saturday morning.
Video obtained by Eyewitness News shows one man breaking into the store through a front window.
He then wraps a rope around the ATM and after a couple of tries, the suspects haul it out of the store, dump it into a pickup truck and drive off.
It's unclear how much money was stolen.
This comes as a string of similar ATM robberies were reported across the Inland Empire.
READ MORE | Caught on camera: Thieves target ATMs at businesses across Inland Empire
Caught on camera: Thieves target ATMs at businesses in Inland Empire