Inspector, Testers, Sorters, Samplers, and Weighers

Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

AI will significantly automate many routine inspection, sorting, testing, sampling, and weighing tasks within the next 5-10 years, utilizing advanced computer vision and sensor technology. This will likely reduce the demand for manual roles, shifting remaining positions towards overseeing AI systems, managing exceptions, and performing more complex, non-standard analyses.