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Automation Risk Analysis

Will “Tail Board Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Tail Board 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%

“Tail Board 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

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

  • Prepare written reports that detail specifics of fire incidents.

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

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

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

  • Search to locate fire survivors.

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

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

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

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

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

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

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

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

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

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

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

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

  • Train new employees to control and suppress fires.

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

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

  • Inform and educate the public on fire prevention.

  • 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.

  • Operate pumps connected to high-pressure hoses.

  • 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.

  • Drive and operate fire fighting vehicles and equipment.

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

Technologies & Software

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