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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

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

  • Maintain records of materials moved.

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

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

  • 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.

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

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

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

  • 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.

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

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

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

  • 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.

  • Signal workers to move loaded cars.

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

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

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

Technologies & Software

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