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Automation Risk Analysis

Will “Rescue Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Rescue Worker” 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%

“Rescue Worker” 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.

  • 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.

  • Drive and operate fire fighting vehicles and equipment.

  • Prepare written reports that detail specifics of fire incidents.

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

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

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

  • Inform and educate the public on fire prevention.

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

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

  • 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.

  • Operate pumps connected to high-pressure hoses.

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

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

  • Train new employees to control and suppress fires.

  • 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.

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

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

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

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

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

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

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

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

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

  • Search to locate fire survivors.

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

Technologies & Software

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