Forging Machine Setters, Operators, and Tenders, Metal and Plastic
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Set up, operate, or tend forging machines to taper, shape, or form metal or plastic parts.
The occupation "Forging Machine Setters, Operators, and Tenders, Metal and Plastic" holds an automation risk of 34.2%, only slightly lower than the base risk of 34.6%. This relatively moderate risk level is due to the nature of the tasks involved, which include both repetitive and specialized activities. While some aspects of the job are conducive to automation due to their structured and predictable procedures, others require manual dexterity and judgement, making them less attractive for full automation. The difference between the occupation-specific risk and the base risk indicates that, while there is potential for replacement, the job maintains significant human-dependent elements. Among the tasks most susceptible to automation are those that follow clear instructions or measurements and involve consistent, repetitive actions. For example, "Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup," "Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions," and "Measure and inspect machined parts to ensure conformance to product specifications" are all relatively structured tasks. These can often be captured and replicated by computer vision, sensors, and robotic systems, lowering the necessity of human operation in standardized, high-volume settings. As such, these are likely targets for increased automation to boost efficiency and quality assurance. However, the occupation is buffered from higher degrees of automation by tasks that require adaptability, dexterity, and hands-on expertise. The most resistant duties include "Sharpen cutting tools and drill bits, using bench grinders," "Select, align, and bolt positioning fixtures, stops, and specified dies to rams and anvils, forging rolls, or presses and hammers," as well as "Repair, maintain, and replace parts on dies." These require tactile skill, quick adaptation, and sometimes creative problem-solving—all bottlenecked by skills such as originality, albeit at a low importance level (2.3% and 2.1%). The persistence of such tasks ensures ongoing demand for human involvement, keeping the automation risk for this occupation moderate rather than high.