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Automation Risk Analysis

Will “Water-Based Fire Protection Inspection, Testing, and Maintenance Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #289 of 702. Estimated risk: 48.0%

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AI Exposure Risk

53%

“Water-Based Fire Protection Inspection, Testing, and Maintenance Technician” 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%

“Water-Based Fire Protection Inspection, Testing, and Maintenance Technician” 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

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

  • 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.

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

  • Teach public education programs on fire safety and prevention.

  • 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.

  • Develop or review fire exit plans.

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Issue permits for public assemblies.

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

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

  • Teach fire investigation techniques to other firefighter personnel.

  • 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.

  • Instruct children about the dangers of fire.

  • 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.

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

Technologies & Software

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