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Automation Risk Analysis

Will “Fire Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Fire Engineer” 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%

“Fire Engineer” 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

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

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

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

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

  • 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.

  • Search to locate fire survivors.

  • 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.

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

  • Prepare written reports that detail specifics of fire incidents.

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

  • Train new employees to control and suppress fires.

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

  • Drive and operate fire fighting vehicles and equipment.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Operate pumps connected to high-pressure hoses.

Technologies & Software

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