Millwrights
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Install, dismantle, or move machinery and heavy equipment according to layout plans, blueprints, or other drawings.
The occupation of "Millwrights" is assessed to have an automation risk of 12.9%, closely aligning with its base risk of 13.0%. This relatively low risk reflects the job's complex blend of manual skills, problem-solving, and adaptive tasks, which remain challenging for current automation technology. While some routine and repetitive functions are susceptible to automation, the nature of millwrights' work—often involving on-site adjustments, unique machine settings, and custom installations—mitigates a broader application of automated systems. As a result, while basic assistance from machines and software may increase, full-scale replacement is unlikely in the near term, keeping the automation risk moderate rather than high. Three tasks stand out as the most automatable aspects of the millwright occupation. First, "Replace defective parts of machine, or adjust clearances and alignment of moving parts" is an activity that can be performed by automated equipment, especially within standardized industrial settings. Second, "Align machines or equipment, using hoists, jacks, hand tools, squares, rules, micrometers, lasers, or plumb bobs" is highly precise and repetitive, making it a good candidate for robotic solutions guided by sensors and measurement software. Lastly, "Insert shims, adjust tension on nuts and bolts, or position parts, using hand tools and measuring instruments" involves consistent and repeatable actions, which industrial robots can handle efficiently when given proper programming and controlled environments. Conversely, the most resistant tasks require high levels of adaptability, specialized skill, and creative problem-solving. "Install robot and modify its program, using teach pendant" demands not only technical knowledge but also the ability to troubleshoot and innovate in real time—a task not easily replicated by machines. "Operate engine lathe to grind, file, and turn machine parts to dimensional specifications" involves a nuanced understanding of materials and processes, often requiring manual intervention and skilled judgment. Similarly, "Construct foundation for machines, using hand tools and building materials such as wood, cement, and steel" relies on hands-on expertise and contextual decision-making. These resistant tasks underscore the importance of bottleneck skills such as Originality, which have very low levels of automation risk (2.6% and 2.5%), highlighting the continued need for human ingenuity and craft in the millwright profession.