47-year-old Alfredo Sanchez is accused of stealing from Walmart in Hobbs.
The arrest report says he was at the self-checkout and bagged items that he didn't scan.
Sanchez tried to walk out of the store but was caught by loss prevention officers.
He's charged with shoplifting.
There's no word if Sanchez is still part of the police force in Lovington.