Enter commands, instructions, or specifications into equipment.

Enter commands, instructions, or specifications into equipment. is a detailed work activity in O*NET — a concrete unit of work shared across 8 occupations and seen in 14 occupation-specific tasks. It rolls up into the broader work activity Program computer systems or production equipment. in Working with Computers .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 14 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 9 (64%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 4 of these tasks, with a mean mapped-usage share of 0.008% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Enter, position, and alter text size, using computers, to make up and arrange pages so that printed materials can be produced. · Prepress Technicians and Workers · importance 4.6 · exposure with tools
• Implement changes to machine programs, and enter new specifications, using computers. · Computer Numerically Controlled Tool Operators · importance 4.5 · direct LLM exposure
• Transfer commands from servers to computer numerical control (CNC) modules, using computer network links. · Computer Numerically Controlled Tool Operators · importance 4.5 · direct LLM exposure
• Manipulate valves, switches, and buttons, or key commands into control panels to start semiconductor processing cycles. · Semiconductor Processing Technicians · importance 4.5 · no direct exposure
• Enter, store, and retrieve information on computer-aided equipment. · Prepress Technicians and Workers · importance 4.4 · direct LLM exposure
• Key in processing instructions to program electronic equipment. · Textile Bleaching and Dyeing Machine Operators and Tenders · importance 4.4 · direct LLM exposure
• Insert control instructions into machine control units to start operation. · Computer Numerically Controlled Tool Operators · importance 4.4 · no direct exposure
• Input production job settings into workstation terminals that control automated printing systems. · Printing Press Operators · importance 4.3 · direct LLM exposure
• Enter computer commands to store or retrieve parts patterns, graphic displays, or programs that transfer data to other media. · Computer Numerically Controlled Tool Programmers · importance 4.2 · direct LLM exposure
• Enter commands or load control media, such as tapes, cards, or disks, into machine controllers to retrieve programmed instructions. · Computer Numerically Controlled Tool Operators · importance 4.2 · direct LLM exposure
• Input initial part dimensions into machine control panels. · Computer Numerically Controlled Tool Operators · importance 4.2 · no direct exposure
• Type instructions on computer keyboards, push buttons to activate computer programs, or manually set cutting guides, clamps, and knives. · Cutting and Slicing Machine Setters, Operators, and Tenders · importance 4.0 · no direct exposure
• Enter coordinates of hole locations into program memories by depressing pedals or buttons of programmers. · Computer Numerically Controlled Tool Programmers · importance 4.0 · direct LLM exposure
• Turn and press knobs and buttons or enter operating instructions into computers to adjust and start welding machines. · Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders · importance 3.9 · no direct exposure

Occupations that perform this

• Prepress Technicians and Workers
• Computer Numerically Controlled Tool Operators
• Semiconductor Processing Technicians
• Textile Bleaching and Dyeing Machine Operators and Tenders
• Printing Press Operators
• Computer Numerically Controlled Tool Programmers
• Cutting and Slicing Machine Setters, Operators, and Tenders
• Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

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-enter-commands-instructions-or-specifications-into-equipment,
  title  = {Enter commands, instructions, or specifications into equipment.},
  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/detailed-activities/enter-commands-instructions-or-specifications-into-equipment}
}