Unfortunately, there are very few retail jobs that pay $20 per hour. According to research conducted by Investopedia, only Costo has a significant number of workers earning an hourly wage of $20 or higher. Retail store managers are usually paid on a salary basis, and their average hourly rate may come out to $20 or more.