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Automation Risk Analysis

Will “Loading Machine Operator” be Automated?

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AI Exposure Risk

44%

“Loading Machine 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%

“Loading Machine 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

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

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

  • Stop gathering arms when cars are full.

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

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

  • Signal workers to move loaded cars.

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

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

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

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

  • Maintain records of materials moved.

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

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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