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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

  • 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.

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

  • 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.

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

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

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

  • Handle high voltage sources and hang electrical cables.

  • Signal workers to move loaded cars.

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

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

  • 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.

  • Stop gathering arms when cars are full.

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

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

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

  • Maintain records of materials moved.

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

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

  • 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.

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

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

Technologies & Software

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