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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.

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

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

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

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

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

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

  • 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.

  • Signal workers to move loaded cars.

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

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

  • 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.

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

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

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

  • Maintain records of materials moved.

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

  • Stop gathering arms when cars are full.

Technologies & Software

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