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Automation Risk Analysis

Will “Buggy Operator” be Automated?

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AI Exposure Risk

44%

“Buggy 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%

“Buggy 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

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

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

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

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

  • 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.

  • Handle high voltage sources and hang electrical cables.

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

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

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

  • Signal workers to move loaded cars.

  • 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.

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

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

  • Stop gathering arms when cars are full.

  • Maintain records of materials moved.

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

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

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

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

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

  • 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.

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

Technologies & Software

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