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Automation Risk Analysis

Will “Yard Loader” be Automated?

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AI Exposure Risk

44%

“Yard 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%

“Yard 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.

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

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

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

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

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

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

  • Maintain records of materials moved.

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

  • Signal workers to move loaded 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.

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

  • 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.

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

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

  • 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.

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

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

  • Stop gathering arms when cars are full.

Technologies & Software

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