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Automation Risk Analysis

Will “Volunteer Firefighter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Volunteer 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%

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

  • Inform and educate the public on fire prevention.

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

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

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

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

  • 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.

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

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

  • 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.

  • Train new employees to control and suppress fires.

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

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

  • Search to locate fire survivors.

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

  • Operate pumps connected to high-pressure hoses.

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

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

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

  • 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.

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

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

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

  • Prepare written reports that detail specifics of fire incidents.

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

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

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

  • Drive and operate fire fighting vehicles and equipment.

Technologies & Software

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