Will AI replace Fire Inspectors and Investigators?

What this score means

Fire Inspectors and Investigators leans toward the safer end for Public Sector / Government. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 28 out of 100 it scores 3 points above the Public Sector / Government average of 25. Across the 3 sources behind this baseline, individual estimates run from 20 to 39, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Fire Inspectors and Investigators, most central first, showing 12 of 30.

• 01Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects.
• 02Testify in court cases involving fires, suspected arson, and false alarms.
• 03Package collected pieces of evidence in securely closed containers, such as bags, crates, or boxes, to protect them.
• 04Conduct inspections and acceptance testing of newly installed fire protection systems.
• 05Analyze evidence and other information to determine probable cause of fire or explosion.
• 06Photograph damage and evidence related to causes of fires or explosions to document investigation findings.
• 07Inspect buildings to locate hazardous conditions and fire code violations, such as accumulations of combustible material, electrical wiring problems, and inadequate or non-functional fire exits.
• 08Examine fire sites and collect evidence such as glass, metal fragments, charred wood, and accelerant residue for use in determining the cause of a fire.
• 09Instruct children about the dangers of fire.
• 10Conduct fire code compliance follow-ups to ensure that corrective actions have been taken in cases where violations were found.
• 11Inspect properties that store, handle, and use hazardous materials to ensure compliance with laws, codes, and regulations, and issue hazardous materials permits to facilities found in compliance.
• 12Write detailed reports of fire inspections performed, fire code violations observed, and corrective recommendations offered.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 3 research sources that scored Fire Inspectors and Investigators for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

Also covers

Alarm Inspector · Alarm Sprinkler Inspector · Arson Investigator · Arson and Bomb Investigator · Bomb Investigator · Building Inspector · Canine Handler (K9 Handler) · Certified Fire Investigator (CFI) and related titles

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