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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

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

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

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

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

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

  • Signal workers to move loaded cars.

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

  • 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.

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

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

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

  • Maintain records of materials moved.

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

  • Stop gathering arms when cars are full.

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

  • 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.

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

Technologies & Software

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