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Automation Risk Analysis

Will “Forest Fire Suppression Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Forest Fire Suppression 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%

“Forest Fire Suppression 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

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

  • 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.

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

  • Search to locate fire survivors.

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

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

  • Train new employees to control and suppress fires.

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

  • 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.

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

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

  • Drive and operate fire fighting vehicles and equipment.

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

  • Inform and educate the public on fire prevention.

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

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

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

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

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

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

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

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

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

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

  • Operate pumps connected to high-pressure hoses.

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

  • Prepare written reports that detail specifics of fire incidents.

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

Technologies & Software

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