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Automation Risk Analysis

Will “Buggy Man” be Automated?

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AI Exposure Risk

44%

“Buggy Man” 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 Man” 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.

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

  • 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.

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

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

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

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

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

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

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

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

  • Stop gathering arms when cars are full.

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

  • Maintain records of materials moved.

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

  • Signal workers to move loaded cars.

  • 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.

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

  • 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.

Technologies & Software

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