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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

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

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

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

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

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

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

  • 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.

  • Handle high voltage sources and hang electrical cables.

  • Signal workers to move loaded cars.

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

  • Maintain records of materials moved.

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

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

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

  • 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.

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

  • Stop gathering arms when cars are full.

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

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

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

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

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

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

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

Technologies & Software

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