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Automation Risk Analysis

Will “Buggy Operator” be Automated?

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AI Exposure Risk

44%

“Buggy Operator” 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 Operator” 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

  • Maintain records of materials moved.

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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

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

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

  • 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.

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

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

  • Stop gathering arms when cars are full.

Technologies & Software

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