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Automation Risk Analysis

Will “Wheel Loader Operator” be Automated?

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AI Exposure Risk

44%

“Wheel Loader Operator” will probably not 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 44% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

61%

“Wheel Loader 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 61% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Loading and Moving Machine Operators, Underground Mining, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate underground loading or moving machine to load or move coal, ore, or rock using shuttle or mine car or conveyors. Equipment may include power shovels, hoisting engines equipped with cable-drawn scraper or scoop, or machines equipped with gathering arms and conveyor.

Avg. Annual Salary $68,470
Avg. Hourly Wage $32.92
Available Jobs (US) 6,130
Job Title & Hierarchy Code (SOC) Loading and Moving Machine Operators, Underground Mining #47-5044
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Loading and Moving Machine Operators, Underground Mining”

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Core Skills & Abilities

  • Maintain records of materials moved.

  • Stop gathering arms when cars are full.

  • Control conveyors that run the entire length of shuttle cars to distribute loads as loading progresses.

  • Clean hoppers, and clean spillage from tracks, walks, driveways, and conveyor decking.

  • Clean, fuel, service, and perform safety checks on all equipment, and repair and replace parts as necessary.

  • Oil, lubricate, and adjust conveyors, crushers, and other equipment, using hand tools and lubricating equipment.

  • Handle high voltage sources and hang electrical cables.

  • Observe hand signals, grade stakes, or other markings when operating machines.

  • Pry off loose material from roofs and move it into the paths of machines, using crowbars.

  • Examine roadway and clear obstructions from the path of travel.

  • Move trailing electrical cables clear of obstructions, using rubber safety gloves.

  • Replace hydraulic hoses, headlight bulbs, and gathering-arm teeth.

  • Direct other workers to move stakes, place blocks, position anchors or cables, or move materials.

  • Drive machines into piles of material blasted from working faces.

  • Guide and stop cars by switching, applying brakes, or placing scotches, or wooden wedges, between wheels and rails.

  • Measure, weigh, or verify levels of rock, gravel, or other excavated material to prevent equipment overloads.

  • Observe and record car numbers, carriers, customers, tonnages, and grades and conditions of material.

  • Monitor loading processes to ensure that materials are loaded according to specifications.

  • Read written instructions or confer with supervisors about schedules and materials to be moved.

  • Drive loaded shuttle cars to ramps and move controls to discharge loads into mine cars or onto conveyors.

  • Operate levers to move conveyor booms or shovels so that mine contents such as coal, rock, and ore can be placed into cars or onto conveyors.

  • Push or ride cars down slopes, or hook cars to cables and control cable drum brakes, to ease cars down inclines.

  • Signal workers to move loaded cars.

  • Advance machines to gather material and convey it into cars.

  • Move mine cars into position for loading and unloading, using pinchbars inserted under car wheels to position cars under loading spouts.

Technologies & Software

  • Microsoft Outlook
  • Maintenance management software
  • Microsoft Excel
  • Autodesk Construction AI
  • Gemini for Workspace
  • Mine maintenance software
  • ChatGPT (OpenAI)
  • Inventory management systems
  • Buildots AI
  • Microsoft PowerPoint
  • Procore AI
  • Automated systems software
  • Work time accounting software
  • Microsoft Windows
  • Oil guns
  • Cable drawn scrapers
  • Underground mining bulldozer
  • Socket wrench sets
  • Power shovels
  • Diesel shuttle cars
  • Crowbars
  • Ratchet sets
  • Hand grease guns
  • Grease dispensing guns
  • Mining conveyor systems
  • Channel lock pliers
  • Underground mining loaders
  • Underground mining excavators
  • Payloaders
  • Hearing protection plugs
  • Gathering-arm machines
  • Protective glasses
  • Protective respirators
  • Trencher chisels
  • Multipurpose screwdrivers
  • Filter conveyor belts
  • Hydraulic valve controls
  • Bucket belt conveyors
  • Rock breaking chisels
  • Self-rescuers
  • Pinch bars
  • Soil bucket chisels
  • Portable fire extinguishers
  • Cleaning scrapers
  • Electric shuttle cars
  • Sledgehammers
  • Conveyor belt systems
  • Utility knives
  • Reflective vests
  • Electric switch controls
  • Cap lamps
  • Safety gloves
  • Steel-toed boots
  • Dust suppression systems
  • Mobile radios
  • Claw hammers