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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

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

  • Stop gathering arms when cars are full.

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

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

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

  • 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.

  • Maintain records of materials moved.

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

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

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

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

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

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

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

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

  • Signal workers to move loaded cars.

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

Technologies & Software

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