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Automation Risk Analysis

Will “Apparatus Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Apparatus Operator” 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%

“Apparatus Operator” 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

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

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

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

  • Train new employees to control and suppress fires.

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

  • Operate pumps connected to high-pressure hoses.

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

  • 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.

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

  • Drive and operate fire fighting vehicles and equipment.

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

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

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

  • 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.

  • Search to locate fire survivors.

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

  • Inform and educate the public on fire prevention.

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

  • Prepare written reports that detail specifics of fire incidents.

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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