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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

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

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

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

  • Handle high voltage sources and hang electrical cables.

  • 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.

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

  • Signal workers to move loaded cars.

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

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

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

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

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

  • Stop gathering arms when cars are full.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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