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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

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

  • Drive and operate fire fighting vehicles and equipment.

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

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

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

  • Prepare written reports that detail specifics of fire incidents.

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

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

  • Search to locate fire survivors.

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

  • Operate pumps connected to high-pressure hoses.

  • 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.

  • Inform and educate the public on fire prevention.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

  • Train new employees to control and suppress fires.

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

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

Technologies & Software

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