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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

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

  • 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.

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

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

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

  • Signal workers to move loaded cars.

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

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

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

  • Maintain records of materials moved.

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

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

  • 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.

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

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

  • Handle high voltage sources and hang electrical cables.

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

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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