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Automation Risk Analysis

Will “Equipment Operator” be Automated?

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AI Exposure Risk

44%

“Equipment 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 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

  • 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.

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

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

  • 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.

  • Signal workers to move loaded cars.

  • 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.

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

  • Maintain records of materials moved.

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

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

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

  • 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.

  • Handle high voltage sources and hang electrical cables.

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

  • Stop gathering arms when cars are full.

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

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

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

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

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

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

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

Technologies & Software

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