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Automation Risk Analysis

Will “Miner” be Automated?

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AI Exposure Risk

44%

“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%

“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

  • Handle high voltage sources and hang electrical cables.

  • 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.

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

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

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

  • Stop gathering arms when cars are full.

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

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

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

  • 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.

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

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

  • Maintain records of materials moved.

  • Advance machines to gather material and convey it into 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.

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

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

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

  • Signal workers to move loaded cars.

  • 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.

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

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

Technologies & Software

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