Okay, let’s break this down. Thomas has a mix of technical skills like data analysis, financial modeling, and Microsoft Excel, which are in demand. He also has experience in operations management and team leadership, which adds to his value. Location is San Francisco, which is a hub for tech and finance. According to national averages, data analysts with similar skills can charge around $100–$150 per hour. However, considering his experience and skills, I’d estimate his rate to be around $125 per hour, which is slightly above average but still competitive.