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Automation Risk Analysis

Will “Miner Operator” be Automated?

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AI Exposure Risk

44%

“Miner 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%

“Miner 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

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

  • Maintain records of materials moved.

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

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

  • 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.

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

  • Signal workers to move loaded cars.

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Stop gathering arms when cars are full.

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

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

Technologies & Software

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