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Automation Risk Analysis

Will “Municipal Firefighter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Municipal 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%

“Municipal 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

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

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

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

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

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

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

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

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

  • Operate pumps connected to high-pressure hoses.

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

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

  • Drive and operate fire fighting vehicles and equipment.

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

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

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

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

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

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

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

  • Train new employees to control and suppress fires.

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

  • Inform and educate the public on fire prevention.

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

  • 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.

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

  • Prepare written reports that detail specifics of fire incidents.

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

  • Search to locate fire survivors.

Technologies & Software

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