The Parts Handler position at Mazak Corporation involves picking customer orders and preparing them for shipment at the North American Parts Center in Florence, KY. The role emphasizes safety, attention to detail, and the ability to work in a fast-paced environment, with working hours from 10:30 am to 7:00 pm.