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Automation Risk Analysis

Will “Fire Management Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Fire Management Specialist” 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 Management Specialist” 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

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

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

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

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

  • Inform and educate the public on fire prevention.

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

  • Drive and operate fire fighting vehicles and equipment.

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

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

  • Prepare written reports that detail specifics of fire incidents.

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

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

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

  • Train new employees to control and suppress fires.

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

  • Search to locate fire survivors.

  • 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.

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

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

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

  • 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.

  • 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.

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

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

  • 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.

  • 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.

Technologies & Software

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