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Automation Risk Analysis

Will “Coal Hauler Operator” be Automated?

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AI Exposure Risk

44%

“Coal Hauler 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%

“Coal Hauler 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

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

  • 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.

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

  • Signal workers to move loaded cars.

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

  • Stop gathering arms when cars are full.

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

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

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

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

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

  • 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.

  • Maintain records of materials moved.

  • 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.

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

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

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

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

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

Technologies & Software

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