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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

  • 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.

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

  • Develop or review fire exit plans.

  • 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.

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

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

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

  • Instruct children about the dangers of fire.

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

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

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

  • Teach public education programs on fire safety and prevention.

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

  • Issue permits for public assemblies.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

  • Teach fire investigation techniques to other firefighter personnel.

  • 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.

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

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

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

Technologies & Software

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