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Bind books and other publications or finish printed products by hand or machine. May set up binding and finishing machines.
The occupation "Print Binding and Finishing Workers" has an automation risk of 26.7%, which is slightly below the base risk of 27.0%. This moderate risk level reflects a balance between repetitive, machine-friendly tasks and those requiring specialized human intervention. Printing and binding involve many steps that are already mechanized, but certain aspects still rely on human judgment, adaptability, and craftsmanship. The ability for machines to handle standard assignments makes some facets of the job susceptible to automation, while custom or restorative work remains more resistant. Among the tasks most likely to be automated are quality inspections and machine operations that follow routine procedures. For instance, examining finished products for defects—such as checking for torn pages or ink spots—relies heavily on pattern recognition, something modern computer vision systems can handle with increasing effectiveness. Additionally, reading work orders for machine setup and adjusting bindery machines to accommodate different product sizes are tasks well-suited for automation due to clear instructions and repeatable processes. As production lines become more intelligent, these activities can be performed efficiently by machines with limited human oversight. Conversely, the least automatable tasks typically demand high levels of creativity, manual dexterity, and problem-solving. Repairing or rebinding rare or old books, for example, requires specialized hand skills and often a nuanced understanding of materials and history. Similarly, punching holes and fastening items or designing custom bindings for special editions involve original thought and adaptation to unique requirements. These bottleneck skills—particularly originality, evaluated at 2.4%—represent areas where automation struggles. The relatively low risk score arises because machines have difficulty replicating creative problem-solving and intricate handiwork essential for personalized or restoration work in print finishing.