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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

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

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

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

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

  • Prepare written reports that detail specifics of fire incidents.

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

  • 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.

  • Inform and educate the public on fire prevention.

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

  • 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.

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

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

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

  • Drive and operate fire fighting vehicles and equipment.

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

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

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

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

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

  • Operate pumps connected to high-pressure hoses.

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

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

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

  • Search to locate fire survivors.

  • Train new employees to control and suppress fires.

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

  • 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.

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

Technologies & Software

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