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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.

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

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

  • 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.

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

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

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

  • Stop gathering arms when cars are full.

  • Maintain records of materials moved.

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Signal workers to move loaded cars.

Technologies & Software

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