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Automation Risk Analysis

Will “Plant Loader Operator” be Automated?

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AI Exposure Risk

44%

“Plant Loader 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%

“Plant Loader 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

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

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

  • Signal workers to move loaded cars.

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

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

  • Handle high voltage sources and hang electrical cables.

  • 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.

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

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

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

  • Maintain records of materials moved.

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Stop gathering arms when cars are full.

Technologies & Software

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