The Felt Machine Operator is responsible for cutting felt according to client specifications, loading it onto stacks, and placing it into an oven for a 24-hour curing process. They must be comfortable using a tape measure for precise measurements, while also inspecting and testing the material for quality. The role involves handling itchy felt, requiring attention to detail and comfort with repetitive tasks.