Train construction or extraction personnel.

Train construction or extraction personnel. is a detailed work activity in O*NET — a concrete unit of work shared across 7 occupations and seen in 8 occupation-specific tasks. It rolls up into the broader work activity Train others on operational or work procedures. in Training and Teaching Others .

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 8 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 0 (0%) 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 1 of these tasks, with a mean mapped-usage share of 0.003% 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.

• Train crews, and introduce procedures to make drill work more safe and effective. · Rotary Drill Operators, Oil and Gas · importance 4.5 · no direct exposure
• Supervise crew members, and provide assistance in training them. · Derrick Operators, Oil and Gas · importance 4.2 · no direct exposure
• Prepare mud reports, and instruct crews about the handling of any chemical additives. · Derrick Operators, Oil and Gas · importance 4.1 · no direct exposure
• Direct or train workers to install, maintain, or repair electrical wiring, equipment, or fixtures. · Electricians · importance 4.1 · no direct exposure
• Hire, train, or supervise new employees or apprentices. · Sheet Metal Workers · importance 4.0 · no direct exposure
• Train workers in construction methods, operation of equipment, safety procedures, or company policies. · First-Line Supervisors of Construction Trades and Extraction Workers · importance 4.0 · no direct exposure
• Train or supervise others in laying pipe. · Pipelayers · importance 3.9 · no direct exposure
• Train, direct, or supervise other construction inspectors. · Construction and Building Inspectors · importance 3.6 · no direct exposure

Occupations that perform this

• Rotary Drill Operators, Oil and Gas
• Derrick Operators, Oil and Gas
• Electricians
• Sheet Metal Workers
• First-Line Supervisors of Construction Trades and Extraction Workers
• Pipelayers
• Construction and Building Inspectors

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-train-construction-or-extraction-personnel,
  title  = {Train construction or extraction personnel.},
  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/train-construction-or-extraction-personnel}
}