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Automation Risk Analysis

Will “Fire Apparatus Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Fire Apparatus Engineer” 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

59%

“Fire Apparatus Engineer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Firefighters, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Control and extinguish fires or respond to emergency situations where life, property, or the environment is at risk. Duties may include fire prevention, emergency medical service, hazardous material response, search and rescue, and disaster assistance.

Avg. Annual Salary $63,890
Avg. Hourly Wage $30.72
Available Jobs (US) 332,240
Job Title & Hierarchy Code (SOC) Firefighters #33-2011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Firefighters”

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Core Skills & Abilities

  • Inform and educate the public on fire prevention.

  • Extinguish flames and embers to suppress fires, using shovels or engine- or hand-driven water or chemical pumps.

  • Move toward the source of a fire, using knowledge of types of fires, construction design, building materials, and physical layout of properties.

  • Participate in fire drills and demonstrations of fire fighting techniques.

  • Respond to fire alarms and other calls for assistance, such as automobile and industrial accidents.

  • Collaborate with police to respond to accidents, disasters, and arson investigation calls.

  • Salvage property by removing broken glass, pumping out water, and ventilating buildings to remove smoke.

  • Position and climb ladders to gain access to upper levels of buildings, or to rescue individuals from burning structures.

  • Take action to contain any hazardous chemicals that could catch fire, leak, or spill.

  • Create openings in buildings for ventilation or entrance, using axes, chisels, crowbars, electric saws, or core cutters.

  • Orient self in relation to fire, using compass and map, and collect supplies and equipment dropped by parachute.

  • Inspect buildings for fire hazards and compliance with fire prevention ordinances, testing and checking smoke alarms and fire suppression equipment as necessary.

  • Administer first aid and cardiopulmonary resuscitation to injured persons or provide emergency medical care such as basic or advanced life support.

  • Maintain knowledge of current firefighting practices by participating in drills and by attending seminars, conventions, and conferences.

  • Collaborate with other firefighters as a member of a firefighting crew.

  • Participate in physical training activities to maintain a high level of physical fitness.

  • Search to locate fire survivors.

  • Patrol burned areas after fires to locate and eliminate hot spots that may restart fires.

  • Maintain contact with fire dispatchers at all times to notify them of the need for additional firefighters and supplies, or to detail any difficulties encountered.

  • Rescue survivors from burning buildings, accident sites, and water hazards.

  • Clean and maintain fire stations and fire fighting equipment and apparatus.

  • Select and attach hose nozzles, depending on fire type, and direct streams of water or chemicals onto fires.

  • Dress with equipment such as fire-resistant clothing and breathing apparatus.

  • Train new employees to control and suppress fires.

  • Inspect fire sites after flames have been extinguished to ensure that there is no further danger.

  • Assess fires and situations and report conditions to superiors to receive instructions, using two-way radios.

  • Prepare written reports that detail specifics of fire incidents.

  • Operate pumps connected to high-pressure hoses.

  • Protect property from water and smoke, using waterproof salvage covers, smoke ejectors, and deodorants.

  • Drive and operate fire fighting vehicles and equipment.

Technologies & Software

  • Perplexity AI
  • Motorola Solutions AI
  • ChatGPT (OpenAI)
  • Llama (Meta)
  • Corel WordPerfect Office Suite
  • Claude (Anthropic)
  • Kimi (Moonshot AI)
  • Operating system software
  • Email software
  • Mistral (Mistral AI)
  • Microsoft PowerPoint
  • Qwen (Alibaba)
  • Microsoft Office software
  • Microsoft Excel
  • Microsoft Word
  • Incident command system ICS software
  • Axon AI
  • Microsoft Outlook
  • DeepSeek
  • Gemini (Google)
  • Geographic information system GIS software
  • Microsoft Windows
  • Plume modeling software
  • Web browser software
  • Spreadsheet software
  • Palantir AI
  • Grok (xAI)
  • Affiliated Computer Services ACS FIREHOUSE
  • Nova (Amazon)
  • Fire incident reporting systems
  • Microsoft Access
  • Fire trucks
  • Backpack pumps
  • Spanner wrenches
  • Sledgehammers
  • Face shields
  • Slip joint pliers
  • Channel lock pliers
  • Smoke ejectors
  • Protective fire boots
  • Psychrometers
  • Extension ladders
  • Handheld computers
  • Pyrotechnic flares
  • Wood ladders
  • Machetes
  • Spotting scopes
  • Tracked bulldozers
  • Handsaws
  • Jacks
  • Aluminum ladders
  • Liquid splash protective clothing
  • Wildland fire engines
  • Circular saws
  • Pulse oximeters
  • Radio communications systems
  • Tractor-mounted mowers
  • Chain saws
  • Emergency suction kits
  • Surveillance binoculars
  • Life safety ropes
  • Pick head axes
  • Foam pumps
  • Riggings
  • Shovels
  • Evacuation chairs
  • Safety goggles
  • Drip torches
  • Hydraulic extrication tools
  • Grounding cables
  • Global positioning system GPS receivers
  • Fire hose clamps
  • Explosive detection robots
  • Vise grip pliers
  • pH testing strips
  • Halligan bars
  • Safety flares
  • Aerial lifting apparatus
  • Protective hoods
  • Pry bars
  • Equipment transport trailers
  • Open end wrenches
  • Hazardous materials spill control devices
  • Mechanical stethoscopes
  • Evacuation baskets
  • Fire hose nozzles
  • Water rescue boats
  • Oxygen cylinders
  • Bomb blankets
  • Protective fire helmets
  • Block and tackle equipment
  • Field radiological measuring devices
  • Phillips head screwdrivers
  • Underwater video cameras
  • Field emergency services neck braces
  • Metal detectors
  • Spinal immobilization equipment
  • Air bag lifting systems
  • Bolt cutters
  • Ceiling hooks
  • Trench rescue shoring jacks
  • Two way radios
  • Utility knives
  • Gas-powered generators
  • Claw hammers
  • Infrared thermometers
  • Hazardous materials protective suits
  • HAZMAT response vehicles
  • Non-sparking hammers
  • Truck wheel chocks
  • Flat head axes
  • Wind gauges
  • Hux bars
  • Geological compasses
  • Search cameras
  • Truck-mounted winches
  • Navigation compasses
  • Picks
  • Mattocks
  • Mobile data computers
  • Fire hoses
  • Fire shelters
  • Pulaski tools
  • Chemical detection testers
  • Air chisels
  • Power pumps
  • Backfiring fusees
  • Steel wedges
  • Synthetic fire hoses
  • Rubbish hooks
  • Hacksaws
  • Tree saws
  • Listening devices
  • McLeod tools
  • Surface thermometers
  • Personal computers
  • Thermal imaging cameras
  • Copper grounding cables
  • Pike poles
  • Pinch bars
  • Straight screwdrivers
  • Fire blankets
  • Torso restraints
  • Chemical protection gloves
  • Single-bit axes
  • Chemical protection footwear
  • Hearing protectors
  • Backboards
  • Ventilation fans
  • Hand trucks
  • Water testers
  • Automatic blood pressure cuffs
  • Fire resistant clothing
  • Forest fire shovels
  • Escape respirators
  • Truck-mounted water pumps
  • Lug wrenches
  • K-12 saws
  • Safety glasses
  • Self-contained breathing apparatus
  • Bomb response vehicles
  • Non-sparking bung wrenches
  • Hydrant shutoff wrenches
  • Pumper trucks
  • Glucometers
  • Fire resistant gloves
  • Life throw rings
  • Radio frequency identification RFID devices
  • Cold chisels
  • Diagonal cutting pliers
  • Air samplers
  • Hard hats
  • Needlenose pliers
  • Trauma type first aid kits
  • Pulleys
  • Multi-gas detectors
  • Safety helmets
  • Insulated wire cutters
  • Marsh rigs
  • Electronic leak detectors
  • Body harnesses
  • Scuba air regulators
  • Adjustable wrenches
  • Automated external defibrillators AED
  • Ladder trucks
  • Hydraulic rams
  • Intermittent positive pressure breathing IPPB ventilators
  • Full-spine immobilization devices
  • Laptop computers
  • Parachutes
  • Electrocardiography EKG machines
  • Aviation snips
  • Orthopedic splint sets
  • Firefighting boots
  • Falling saws
  • High pressure fire hoses
  • Pipe wrenches
  • Hand-operated pumps
  • Manual blood pressure cuffs
  • Ground resistance testers
  • Dry chemical fire extinguishers
  • Life vests
  • Glass cutters
  • Intravenous IV administration sets
  • Carbon dioxide CO2 fire extinguishers
  • Electrical resistance meters
  • Evacuation stretchers
  • Multipurpose fire extinguishers
  • Explosive detection analyzers
  • Reciprocating hacksaws
  • First aid kits
  • Fire axes
  • Aerial trucks
  • Self-rescue ropes
  • Limb restraints
  • Scuba suits
  • Non-sparking spanner wrenches
  • Combustible gas detectors
  • Stokes baskets
  • Socket wrenches
  • Protective fire coats
  • Charged fire hoses
  • All terrain vehicles ATV
  • Farm tractors
  • Uncharged fire hoses
  • Portable meteorological stations
  • Ambu bags
  • Air purifying respirators