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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

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

  • Handle high voltage sources and hang electrical cables.

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

  • Maintain records of materials moved.

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

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

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

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

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

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

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

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

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

  • Stop gathering arms when cars are full.

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

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

  • Signal workers to move loaded cars.

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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