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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

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

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

  • Maintain records of materials moved.

  • 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.

  • Stop gathering arms when cars are full.

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

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

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

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

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

  • 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.

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

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

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

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

  • Signal workers to move loaded cars.

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

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

  • 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.

Technologies & Software

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