Develop fire safety or prevention programs or plans.

Develop fire safety or prevention programs or plans. is a detailed work activity in O*NET — a concrete unit of work shared across 4 occupations and seen in 7 occupation-specific tasks. It rolls up into the broader work activity Develop safety standards, policies, or procedures. in Thinking Creatively .

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 7 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 6 (86%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

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.

• Develop or review fire exit plans. · Fire Inspectors and Investigators · importance 4.3 · exposure with tools
• Design fire detection equipment, alarm systems, and fire extinguishing devices and systems. · Fire-Prevention and Protection Engineers · importance 4.2 · exposure with tools
• Participate in creating fire safety guidelines and evacuation schemes for nonresidential buildings. · First-Line Supervisors of Firefighting and Prevention Workers · importance 4.0 · exposure with tools
• Study and interpret fire safety codes to establish procedures for issuing permits to handle hazardous or flammable substances. · First-Line Supervisors of Firefighting and Prevention Workers · importance 3.8 · direct LLM exposure
• Develop and coordinate fire prevention programs, such as false alarm billing, fire inspection reporting, and hazardous materials management. · Fire Inspectors and Investigators · importance 3.8 · exposure with tools
• Plan or implement special safety or preventive programs, such as fire or accident prevention. · Transit and Railroad Police · importance 3.4 · exposure with tools
• Plan, direct, and supervise prescribed burn projects. · First-Line Supervisors of Firefighting and Prevention Workers · no direct exposure

Occupations that perform this

• Fire Inspectors and Investigators
• Fire-Prevention and Protection Engineers
• First-Line Supervisors of Firefighting and Prevention Workers
• Transit and Railroad Police

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-develop-fire-safety-or-prevention-programs-or-plans,
  title  = {Develop fire safety or prevention programs or plans.},
  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/detailed-activities/develop-fire-safety-or-prevention-programs-or-plans}
}