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Automation Risk Analysis

Will “Underground Miner” be Automated?

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AI Exposure Risk

44%

“Underground Miner” 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%

“Underground Miner” 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

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

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

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

  • Signal workers to move loaded cars.

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

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

  • Handle high voltage sources and hang electrical cables.

  • Stop gathering arms when cars are full.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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