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Automation Risk Analysis

Will “Crash Fire Firefighter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Crash Fire Firefighter” 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%

“Crash Fire Firefighter” 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

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

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

  • 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.

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

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

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

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

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

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

  • Search to locate fire survivors.

  • Train new employees to control and suppress fires.

  • Drive and operate fire fighting vehicles and equipment.

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

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

  • Prepare written reports that detail specifics of fire incidents.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Inform and educate the public on fire prevention.

  • Operate pumps connected to high-pressure hoses.

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

Technologies & Software

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