The Machine Operator position at Packaging Corporation of America (PCA) involves working as part of a team to support manufacturing operations, focusing on productivity, safety, and quality. The role requires setting up and operating machinery, performing maintenance, and ensuring compliance with safety standards in a fast-paced manufacturing environment.