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Automation Risk Analysis

Will “Ladder Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #197 of 702. Estimated risk: 17.0%

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AI Exposure Risk

53%

“Ladder Operator” 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%

“Ladder Operator” 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

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

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

  • Search to locate fire survivors.

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

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

  • Inform and educate the public on fire prevention.

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

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

  • Drive and operate fire fighting vehicles and equipment.

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

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

  • Train new employees to control and suppress fires.

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

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

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

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

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

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

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

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

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

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

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

  • Operate pumps connected to high-pressure hoses.

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

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

  • 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.

  • 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.

Technologies & Software

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