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Automation Risk Analysis

Will “Mechanical Shovel Operator” be Automated?

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AI Exposure Risk

44%

“Mechanical Shovel 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%

“Mechanical Shovel 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.

  • Signal workers to move loaded cars.

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

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

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

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

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

  • 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.

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

  • Maintain records of materials moved.

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

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

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

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

  • Stop gathering arms when cars are full.

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

  • Handle high voltage sources and hang electrical cables.

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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