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Automation Risk Analysis

Will “Oil Fire Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Oil Fire 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%

“Oil Fire 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

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

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

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

  • Prepare written reports that detail specifics of fire incidents.

  • 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.

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

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

  • 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.

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

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

  • Drive and operate fire fighting vehicles and equipment.

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

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

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

  • Search to locate fire survivors.

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

  • Train new employees to control and suppress fires.

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

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

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

  • Inform and educate the public on fire prevention.

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

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

  • Operate pumps connected to high-pressure hoses.

  • 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.

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

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

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

Technologies & Software

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