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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

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

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

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

  • Stop gathering arms when cars are full.

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

  • Signal workers to move loaded cars.

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

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

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

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

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

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

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

  • 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.

  • Handle high voltage sources and hang electrical cables.

  • 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.

  • Maintain records of materials moved.

  • 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.

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

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

Technologies & Software

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