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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

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

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

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

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

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

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

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

  • 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 fire exit drills to monitor and evaluate evacuation procedures.

  • Issue permits for public assemblies.

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

  • 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.

  • 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.

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

  • Teach fire investigation techniques to other firefighter personnel.

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

  • Develop or review fire exit plans.

  • 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

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