Determine causes of fires and ways in which they could have been prevented.

“Determine causes of fires and ways in which they could have been prevented.” is a core task performed by Fire-Prevention and Protection Engineers. Among the occupation's 13 rated tasks, workers place it 5th by importance (#9 most important). About 85% 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.

• Diagnose system or equipment problems. in Making Decisions and Solving Problems

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time 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 0.50. Automation potential label: T1.

Other tasks in this occupation

• Advise architects, builders, and other construction personnel on fire prevention equipment and techniques and on fire code and standard interpretation and compliance. · importance 4.5
• Design fire detection equipment, alarm systems, and fire extinguishing devices and systems. · importance 4.2
• Prepare and write reports detailing specific fire prevention and protection issues, such as work performed, revised codes or standards, and proposed review schedules. · importance 4.2
• Inspect buildings or building designs to determine fire protection system requirements and potential problems in areas such as water supplies, exit locations, and construction materials. · importance 4.2
• Consult with authorities to discuss safety regulations and to recommend changes as necessary. · importance 3.8
• Evaluate fire department performance and the laws and regulations affecting fire prevention or fire safety. · importance 3.7
• Direct the purchase, modification, installation, testing, maintenance, and operation of fire prevention and protection systems. · importance 3.6
• Attend workshops, seminars, or conferences to present or obtain information regarding fire prevention and protection. · importance 3.6
• Develop training materials and conduct training sessions on fire protection. · importance 3.5
• Study the relationships between ignition sources and materials to determine how fires start. · importance 3.4
• Develop plans for the prevention of destruction by fire, wind, and water. · importance 3.4
• Conduct research on fire retardants and the fire safety of materials and devices. · importance 3.1

See all tasks on the Fire-Prevention and Protection Engineers 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-8986,
  title  = {Determine causes of fires and ways in which they could have been prevented.},
  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-8986}
}