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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

  • Maintain records of materials moved.

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

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

  • Stop gathering arms when cars are full.

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

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

  • 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.

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

  • 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.

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

  • 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.

  • 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.

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

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

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

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

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

  • Signal workers to move loaded cars.

Technologies & Software

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