Major warehouse clubs and specialized grocers—such as Costco Wholesale and Trader Joe’s—frequently rank at the top for highest average hourly pay scales in the retail sector. They routinely offer starting wages well above standard federal minimums, comprehensive employee benefits packages, and regular performance-based wage increases for hourly staff.