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Automation Risk Analysis

Will “Joy Loading Machine Operator” be Automated?

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AI Exposure Risk

44%

“Joy Loading Machine 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%

“Joy Loading Machine 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

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

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

  • Stop gathering arms when cars are full.

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

  • Maintain records of materials moved.

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

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

  • 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.

  • Signal workers to move loaded cars.

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

Technologies & Software

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