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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

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

  • Inform and educate the public on fire prevention.

  • Search to locate fire survivors.

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

  • 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.

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

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

  • Train new employees to control and suppress fires.

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

  • Drive and operate fire fighting vehicles and equipment.

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

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

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

  • 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.

  • Operate pumps connected to high-pressure hoses.

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

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

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

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

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

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

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

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

  • Prepare written reports that detail specifics of fire incidents.

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

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

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

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

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

Technologies & Software

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