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Automation Risk Analysis

Will “Buggy Driver” be Automated?

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AI Exposure Risk

44%

“Buggy Driver” 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 Driver” 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

  • Stop gathering arms when cars are full.

  • 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.

  • 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.

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

  • 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.

  • Maintain records of materials moved.

  • 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.

  • 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.

  • Signal workers to move loaded cars.

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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