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Automation Risk Analysis

Will “Equipment Loader Operator” be Automated?

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AI Exposure Risk

44%

“Equipment 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%

“Equipment 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

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

  • 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.

  • Stop gathering arms when cars are full.

  • 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.

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

  • 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.

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

  • 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.

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

  • Signal workers to move loaded cars.

  • Handle high voltage sources and hang electrical cables.

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

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

  • 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.

  • 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.

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

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

  • 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.

  • Maintain records of materials moved.

Technologies & Software

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