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Automation Risk Analysis

Will “Miner Operator” be Automated?

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AI Exposure Risk

44%

“Miner Operator” 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 Operator” 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 and record car numbers, carriers, customers, tonnages, and grades and conditions of material.

  • 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.

  • Handle high voltage sources and hang electrical cables.

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

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

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

  • 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.

  • 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.

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

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

  • Stop gathering arms when cars are full.

  • Signal workers to move loaded cars.

  • 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.

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

  • Maintain records of materials moved.

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

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

  • 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.

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

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

Technologies & Software

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