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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

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

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

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

  • 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.

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

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

  • 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.

  • 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.

  • Train new employees to control and suppress fires.

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Operate pumps connected to high-pressure hoses.

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

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

  • Search to locate fire survivors.

  • 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.

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

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

Technologies & Software

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