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Automation Risk Analysis

Will “Fire Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #289 of 702. Estimated risk: 48.0%

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AI Exposure Risk

53%

“Fire Inspector” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

44%

“Fire Inspector” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 44% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Fire Inspectors and Investigators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect buildings to detect fire hazards and enforce local ordinances and state laws, or investigate and gather facts to determine cause of fires and explosions.

Avg. Annual Salary $87,440
Avg. Hourly Wage $42.04
Available Jobs (US) 14,050
Job Title & Hierarchy Code (SOC) Fire Inspectors and Investigators #33-2021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Fire Inspectors and Investigators”

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Core Skills & Abilities

  • Coordinate efforts with other organizations, such as law enforcement agencies.

  • Issue permits for public assemblies.

  • Supervise staff, training them, planning their work, and evaluating their performance.

  • Recommend changes to fire prevention, inspection, and fire code endorsement procedures.

  • Examine fire sites and collect evidence such as glass, metal fragments, charred wood, and accelerant residue for use in determining the cause of a fire.

  • Package collected pieces of evidence in securely closed containers, such as bags, crates, or boxes, to protect them.

  • Subpoena and interview witnesses, property owners, and building occupants to obtain information and sworn testimony.

  • Analyze evidence and other information to determine probable cause of fire or explosion.

  • Teach fire investigation techniques to other firefighter personnel.

  • Attend training classes to maintain current knowledge of fire prevention, safety, and firefighting procedures.

  • Conduct fire code compliance follow-ups to ensure that corrective actions have been taken in cases where violations were found.

  • Inspect 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.

  • Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects.

  • Conduct fire exit drills to monitor and evaluate evacuation procedures.

  • Testify in court cases involving fires, suspected arson, and false alarms.

  • Conduct inspections and acceptance testing of newly installed fire protection systems.

  • Photograph damage and evidence related to causes of fires or explosions to document investigation findings.

  • Inspect 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.

  • Identify corrective actions necessary to bring properties into compliance with applicable fire codes, laws, regulations, and standards, and explain these measures to property owners or their representatives.

  • Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.

  • Test sites and materials to establish facts, such as burn patterns and flash points of materials, using test equipment.

  • Write detailed reports of fire inspections performed, fire code violations observed, and corrective recommendations offered.

  • Develop and coordinate fire prevention programs, such as false alarm billing, fire inspection reporting, and hazardous materials management.

  • Inspect and test fire protection or fire detection systems to verify that such systems are installed in accordance with appropriate laws, codes, ordinances, regulations, and standards.

  • Instruct children about the dangers of fire.

  • Dust evidence or portions of fire scenes for latent fingerprints.

  • Develop or review fire exit plans.

  • Review blueprints and plans for new or remodeled buildings to ensure the structures meet fire safety codes.

  • Arrange for the replacement of defective fire fighting equipment and for repair of fire alarm and sprinkler systems, making minor repairs such as servicing fire extinguishers when feasible.

  • Teach public education programs on fire safety and prevention.

Technologies & Software

  • Fire Dynamics Software FDS
  • Microsoft Word
  • Axon AI
  • Grok (xAI)
  • Perplexity AI
  • Consolidated Model of Fire and Smoke Transport CFAST
  • Web browser software
  • Email software
  • Mistral (Mistral AI)
  • Xerox Government systems FIREHOUSE Software
  • National Fire Incident Reporting System NFIRS
  • ChatGPT (OpenAI)
  • DeepSeek
  • Claude (Anthropic)
  • Microsoft PowerPoint
  • Kimi (Moonshot AI)
  • Microsoft Office software
  • Microsoft Excel
  • Qwen (Alibaba)
  • Code database software
  • Microsoft Access
  • Gemini (Google)
  • Llama (Meta)
  • Motorola Solutions AI
  • Palantir AI
  • Nova (Amazon)
  • Microsoft Outlook
  • Camera lenses
  • Digital video cameras
  • Distance measuring wheels
  • Magnifiers
  • Stepladders
  • Pocket knives
  • Metal handcuffs
  • Multipurpose knives
  • Vise grip pliers
  • Wire cutting tools
  • Steel tape measures
  • Crowbars
  • Firefighters' coats
  • Pencil magnets
  • Linesman's pliers
  • Water reservoirs
  • Ball peen hammers
  • Cordless drills
  • Fingerprint kits
  • Magnehelic differential pressure gauges
  • Digital anemometers
  • Straight blade screwdrivers
  • Portable computers
  • 35 millimeter cameras
  • Photoionization detectors
  • Hoes
  • Torpedo levels
  • Dry bulb thermometers
  • Portable fire extinguishers
  • Handheld calculators
  • Digital audio recorders
  • Pitot tubes
  • Carpet cutters
  • Adjustable hand wrenches
  • Laser rangefinders
  • Pen knives
  • Universal pipe cutters
  • Putty knives
  • Water mist systems
  • Handheld computers
  • Bolt cutters
  • Fire rakes
  • Foam-water sprinkler systems
  • Ballistic vests
  • Digital barometers
  • Crosscut saws
  • Keyhole saws
  • Masonry trowels
  • Mobile radios
  • Fire helmets
  • High powered flashlights
  • Bar levels
  • Battery powered smoke detectors
  • Ultraviolet UV lights
  • Emergency lights
  • Dust masks
  • Eye droppers
  • Side-cutting pliers
  • Multigas detectors
  • Portable spectroscopes
  • Evidence tweezers
  • Camera flash attachments
  • Gasoline powered generators
  • Wet bulb thermometers
  • Evidence collection forceps
  • Hydrocarbon detectors
  • Camera positioning tripods
  • Smart phones
  • Portable sump pumps
  • Tablet computers
  • Sledgehammers
  • Photographic rulers
  • Laser facsimile machines
  • Voltage indicators
  • Hard-wired smoke detectors
  • Flood lighting
  • Protective ear muffs
  • Filter mask respirators
  • Claw hammers
  • Precision rulers
  • Digital still cameras
  • Wire gauges
  • Wire strippers
  • Tin snips
  • Single gas detectors
  • Adjustable pipe wrenches
  • Flat cold chisels
  • Fire detection systems
  • Laptop computers
  • Laser plumb bobs
  • Circuit continuity testers
  • Pinch bars
  • Gas chromatographs
  • Bit drivers
  • Protective eyewear
  • Photographic meters
  • Catalytic combustion detectors CCD
  • Multipurpose fire extinguishers
  • Hydrant wrenches
  • Hacksaws
  • Fire suppression sprinkler systems
  • Fire axes
  • Ground fault testers
  • Phillips screwdrivers
  • Box end wrenches
  • Passenger vehicles
  • Firefighters' pants
  • Battery analyzers
  • Law enforcement handguns
  • Wood chisels
  • Self-contained breathing apparatus
  • Flathead shovels
  • Digital light meters
  • Magnetic compasses
  • Voltage testers
  • Firefighting hoods
  • High pressure fire hoses
  • Personal computers
  • Measuring tapes
  • Emergency first aid kits
  • Steel-tine garden rakes
  • Digital multimeters
  • Slip-lock pliers
  • Digital electrical frequency meters
  • Decibel meters
  • Fuse pulling tools
  • Digital levels
  • X ray inspection equipment