Mix ingredients according to specified procedures or formulas.

“Mix ingredients according to specified procedures or formulas.” is a supplemental task performed by Helpers--Production Workers. Among the occupation's 34 rated tasks, workers place it 24th by importance (#11 most important). About 34% 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.

• Prepare mixtures or solutions. in Performing General Physical Activities

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.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 90% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Other tasks in this occupation

• Count finished products to determine if product orders are complete. · importance 4.2
• Load and unload items from machines, conveyors, and conveyances. · importance 4.2
• Operate machinery used in the production process, or assist machine operators. · importance 4.2
• Place products in equipment or on work surfaces for further processing, inspecting, or wrapping. · importance 4.1
• Examine products to verify conformance to quality standards. · importance 4.0
• Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications. · importance 4.0
• Separate products according to weight, grade, size, or composition of materials used to produce them. · importance 3.9
• Mark or tag identification on parts. · importance 3.9
• Turn valves to regulate flow of liquids or air, to reverse machines, to start pumps, or to regulate equipment. · importance 3.9
• Start machines or equipment to begin production processes. · importance 3.9
• Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions. · importance 3.8
• Remove products, machine attachments, or waste material from machines. · importance 3.8
• Tie products in bundles for further processing or shipment, following prescribed procedures. · importance 3.8
• Lift raw materials, finished products, and packed items, manually or using hoists. · importance 3.8

See all tasks on the Helpers--Production Workers 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
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-task-12716,
  title  = {Mix ingredients according to specified procedures or formulas.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-12716}
}