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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

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

  • 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.

  • Handle high voltage sources and hang electrical cables.

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

  • Signal workers to move loaded cars.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Stop gathering arms when cars are full.

Technologies & Software

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