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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

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

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

  • 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.

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

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

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

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

  • Stop gathering arms when cars are full.

  • 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.

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

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

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

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

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

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

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

  • Maintain records of materials moved.

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

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

  • Handle high voltage sources and hang electrical cables.

  • Signal workers to move loaded cars.

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

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

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

Technologies & Software

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