The Machine Operator at Blackout Coffee Co is responsible for the operation of equipment used in the packaging of coffee products, including whole beans, ground coffee, and coffee capsules. This role involves cross-training in various processes such as grinding, blending, and flavoring, ensuring the production of high-quality coffee while maintaining safety and cleanliness in the work area.