Okay, let’s tackle this. So Angie Thomas has a mix of skills that are in demand, but not extremely rare. Process improvement, management, and lean manufacturing are common skills for professionals in this field. Customer service is also a valuable skill. Location is Marysville, Ohio, which is a mid-sized city. According to data, professionals with similar skills in the Midwest region tend to charge lower rates compared to those in major cities on the East or West Coasts. Considering her skills and location, I estimate her hourly rate to be around $75, which is below average for this region but still competitive.