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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

  • Operate pumps connected to high-pressure hoses.

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

  • Train new employees to control and suppress fires.

  • Prepare written reports that detail specifics of fire incidents.

  • Search to locate fire survivors.

  • Drive and operate fire fighting vehicles and equipment.

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

  • 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.

  • 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.

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

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

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

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

  • Inform and educate the public on fire prevention.

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

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

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

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

Technologies & Software

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