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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

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

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

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

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

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

  • Maintain records of materials moved.

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

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

  • Signal workers to move loaded cars.

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Stop gathering arms when cars are full.

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

Technologies & Software

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