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Automation Risk Analysis

Will “Joy Operator” be Automated?

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AI Exposure Risk

44%

“Joy 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 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.

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

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

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

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

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

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

  • 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.

  • Signal workers to move loaded cars.

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

  • 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.

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

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

  • Maintain records of materials moved.

  • 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.

  • Handle high voltage sources and hang electrical cables.

  • Stop gathering arms when cars are full.

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

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

  • 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.

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

Technologies & Software

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