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Automation Risk Analysis

Will “Loader Operator” be Automated?

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AI Exposure Risk

44%

“Loader 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%

“Loader 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

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

  • Signal workers to move loaded cars.

  • Maintain records of materials moved.

  • Stop gathering arms when cars are full.

  • 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.

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

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

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

Technologies & Software

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