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Automation Risk Analysis

Will “Joy Loader” be Automated?

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AI Exposure Risk

44%

“Joy Loader” 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%

“Joy Loader” 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.

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

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

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

  • Stop gathering arms when cars are full.

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

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

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

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

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

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

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

  • 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.

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

  • Signal workers to move loaded cars.

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

  • Maintain records of materials moved.

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