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Automation Risk Analysis

Will “Buggy Runner” be Automated?

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AI Exposure Risk

44%

“Buggy Runner” 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 Runner” 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

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

  • Signal workers to move loaded cars.

  • Maintain records of materials moved.

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

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

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

  • Stop gathering arms when cars are full.

  • 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.

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

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

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

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

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

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

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

Technologies & Software

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