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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

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

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

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

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

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

  • Prepare written reports that detail specifics of fire incidents.

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

  • 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.

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

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

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

  • Train new employees to control and suppress fires.

  • Inform and educate the public on fire prevention.

  • Drive and operate fire fighting vehicles and equipment.

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

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

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

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

  • Search to locate fire survivors.

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

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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