Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 1 (5%)
• AI can speed this up with extra software: 0 (0%)
• Little or no AI speed-up: 19 (95%)

• Record production data, such as weight and amount of product processed, type of product, and time and temperature of processing.AI can speed this up on its own · core task
• Observe, feel, taste, or otherwise examine products during and after processing to ensure conformance to standards.Little or no AI speed-up · core task
• Set temperature and time controls, light ovens, burners, driers, or roasters, and start equipment, such as conveyors, cylinders, blowers, driers, or pumps.Little or no AI speed-up · core task
• Observe temperature, humidity, pressure gauges, and product samples and adjust controls, such as thermostats and valves, to maintain prescribed operating conditions for specific stages.Little or no AI speed-up · core task
• Observe flow of materials and listen for machine malfunctions, such as jamming or spillage, and notify supervisors if corrective actions fail.Little or no AI speed-up · core task
• Weigh or measure products, using scale hoppers or scale conveyors.Little or no AI speed-up · core task
• Operate or tend equipment that roasts, bakes, dries, or cures food items such as cocoa and coffee beans, grains, nuts, and bakery products.Little or no AI speed-up · core task
• Signal coworkers to synchronize flow of materials.Little or no AI speed-up · core task
• Read work orders to determine quantities and types of products to be baked, dried, or roasted.Little or no AI speed-up · core task
• Fill or remove product from trays, carts, hoppers, or equipment, using scoops, peels, or shovels, or by hand.Little or no AI speed-up · core task
• Take product samples during or after processing for laboratory analyses.Little or no AI speed-up · supplemental task
• Test products for moisture content, using moisture meters.Little or no AI speed-up · supplemental task
• Clear or dislodge blockages in bins, screens, or other equipment, using poles, brushes, or mallets.Little or no AI speed-up · supplemental task
• Start conveyors to move roasted grain to cooling pans and agitate grain with rakes as blowers force air through perforated bottoms of pans.Little or no AI speed-up · supplemental task
• Open valves, gates, or chutes or use shovels to load or remove products from ovens or other equipment.Little or no AI speed-up · supplemental task
• Clean equipment with steam, hot water, and hoses.Little or no AI speed-up · supplemental task
• Smooth out products in bins, pans, trays, or conveyors, using rakes or shovels.Little or no AI speed-up · supplemental task
• Install equipment, such as spray units, cutting blades, or screens, using hand tools.Little or no AI speed-up · supplemental task
• Push racks or carts to transfer products to storage, cooling stations, or the next stage of processing.Little or no AI speed-up · supplemental task
• Dump sugar dust from collectors into melting tanks and add water to reclaim sugar lost during processing.Little or no AI speed-up · supplemental task