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Automation Risk Analysis

Will “Continuous Miner Operator” be Automated?

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AI Exposure Risk

44%

“Continuous 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%

“Continuous 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

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

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

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

  • Stop gathering arms when cars are full.

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

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

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

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

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

  • Signal workers to move loaded cars.

  • Handle high voltage sources and hang electrical cables.

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

  • 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.

  • 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.

  • 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.

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

  • 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.

  • 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.

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

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

Technologies & Software

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