Read production schedules and work orders to determine processing sequences, furnace temperatures, and heat cycle requirements for objects to be heat-treated.

“Read production schedules and work orders to determine processing sequences, furnace temperatures, and heat cycle requirements for objects to be heat-treated.” is a core task performed by Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic. Among the occupation's 26 rated tasks, workers place it 26th by importance (#1 most important). About 87% 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.

• Read documents or materials to inform work processes. in Getting Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task by at least half.

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 1.00. Automation potential label: T1.

Other tasks in this occupation

• Determine flame temperatures, current frequencies, heating cycles, and induction heating coils needed, based on degree of hardness required and properties of stock to be treated. · importance 4.7
• Record times that parts are removed from furnaces to document that objects have attained specified temperatures for specified times. · importance 4.7
• Determine types and temperatures of baths and quenching media needed to attain specified part hardness, toughness, and ductility, using heat-treating charts and knowledge of methods, equipment, and metals. · importance 4.7
• Examine parts to ensure metal shades and colors conform to specifications, using knowledge of metal heat-treating. · importance 4.6
• Adjust controls to maintain temperatures and heating times, using thermal instruments and charts, dials and gauges of furnaces, and color of stock in furnaces to make setting determinations. · importance 4.6
• Set and adjust speeds of reels and conveyors for prescribed time cycles to pass parts through continuous furnaces. · importance 4.5
• Start conveyors and open furnace doors to load stock, or signal crane operators to uncover soaking pits and lower ingots into them. · importance 4.5
• Set up and operate or tend machines, such as furnaces, baths, flame-hardening machines, and electronic induction machines, that harden, anneal, and heat-treat metal. · importance 4.5
• Load parts into containers and place containers on conveyors to be inserted into furnaces, or insert parts into furnaces. · importance 4.5
• Remove parts from furnaces after specified times, and air dry or cool parts in water, oil brine, or other baths. · importance 4.4
• Test parts for hardness, using hardness testing equipment, or by examining and feeling samples. · importance 4.4
• Move controls to light gas burners and to adjust gas and water flow and flame temperature. · importance 4.3
• Signal forklift operators to deposit or extract containers of parts into and from furnaces and quenching rinse tanks. · importance 4.1
• Mount workpieces in fixtures, on arbors, or between centers of machines. · importance 4.1

See all tasks on the Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic 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-12087,
  title  = {Read production schedules and work orders to determine processing sequences, furnace temperatures, and heat cycle requirements for objects to be heat-treated.},
  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-12087}
}