The Machine Operator position at Aerotek involves operating a retread machine to retread tires. The role requires securing tires, placing the correct tread, and monitoring the retreading process. The operator will also be responsible for buffing tires and transferring them to the oven, ensuring efficiency and safety throughout the process.