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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

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

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

  • Drive and operate fire fighting vehicles and equipment.

  • Prepare written reports that detail specifics of fire incidents.

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

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

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

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

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

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

  • Search to locate fire survivors.

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

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

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

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

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

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

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

  • Train new employees to control and suppress fires.

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

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

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

  • Operate pumps connected to high-pressure hoses.

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

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

  • Inform and educate the public on fire prevention.

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

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

  • 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.

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

Technologies & Software

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