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Automation Risk Analysis

Will “Fire Engine Pump Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Fire Engine Pump 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%

“Fire Engine Pump 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

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

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

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

  • Search to locate fire survivors.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Prepare written reports that detail specifics of fire incidents.

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

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

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

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

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

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

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

  • 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.

  • Operate pumps connected to high-pressure hoses.

  • Inform and educate the public on fire prevention.

  • Drive and operate fire fighting vehicles and equipment.

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

  • Train new employees to control and suppress fires.

Technologies & Software

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