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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

  • 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.

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

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

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

  • Operate pumps connected to high-pressure hoses.

  • Drive and operate fire fighting vehicles and equipment.

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

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

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

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

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

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

  • Train new employees to control and suppress fires.

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

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

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

  • Inform and educate the public on fire prevention.

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

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

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

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

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

  • Prepare written reports that detail specifics of fire incidents.

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

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

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

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

  • Search to locate fire survivors.

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

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

Technologies & Software

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