Observe flow of materials and listen for machine malfunctions, such as jamming or spillage, and notify supervisors if corrective actions fail.

“Observe flow of materials and listen for machine malfunctions, such as jamming or spillage, and notify supervisors if corrective actions fail.” is a core task performed by Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders. Among the occupation's 20 rated tasks, workers place it 17th by importance (#4 most important). About 90% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Monitor equipment operation. in Monitoring Processes, Materials, or Surroundings
• Notify others of emergencies or problems. in Communicating with Supervisors, Peers, or Subordinates

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E0. No direct exposure — current language models give little or no time savings on this task.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.00. Automation potential label: T0.

Other tasks in this occupation

• Observe, feel, taste, or otherwise examine products during and after processing to ensure conformance to standards. · importance 4.6
• Take product samples during or after processing for laboratory analyses. · importance 4.6
• Set temperature and time controls, light ovens, burners, driers, or roasters, and start equipment, such as conveyors, cylinders, blowers, driers, or pumps. · importance 4.6
• Observe temperature, humidity, pressure gauges, and product samples and adjust controls, such as thermostats and valves, to maintain prescribed operating conditions for specific stages. · importance 4.4
• Test products for moisture content, using moisture meters. · importance 4.3
• Record production data, such as weight and amount of product processed, type of product, and time and temperature of processing. · importance 4.3
• Weigh or measure products, using scale hoppers or scale conveyors. · importance 4.3
• Clear or dislodge blockages in bins, screens, or other equipment, using poles, brushes, or mallets. · importance 4.2
• Operate or tend equipment that roasts, bakes, dries, or cures food items such as cocoa and coffee beans, grains, nuts, and bakery products. · importance 4.2
• Signal coworkers to synchronize flow of materials. · importance 4.2
• Start conveyors to move roasted grain to cooling pans and agitate grain with rakes as blowers force air through perforated bottoms of pans. · importance 4.1
• Open valves, gates, or chutes or use shovels to load or remove products from ovens or other equipment. · importance 4.1
• Read work orders to determine quantities and types of products to be baked, dried, or roasted. · importance 4.0
• Clean equipment with steam, hot water, and hoses. · importance 4.0

See all tasks on the Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-10062,
  title  = {Observe flow of materials and listen for machine malfunctions, such as jamming or spillage, and notify supervisors if corrective actions fail.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-10062}
}