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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

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

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

  • Maintain records of materials moved.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

  • Stop gathering arms when cars are full.

  • Signal workers to move loaded cars.

  • 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.

Technologies & Software

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