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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

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

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

  • 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.

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

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

  • Drive and operate fire fighting vehicles and equipment.

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

  • Inform and educate the public on fire prevention.

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

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

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

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

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

  • Search to locate fire survivors.

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

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

  • Operate pumps connected to high-pressure hoses.

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

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

  • Prepare written reports that detail specifics of fire incidents.

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

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

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

  • Train new employees to control and suppress fires.

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

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

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

  • 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.

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

Technologies & Software

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