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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

  • 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.

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

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

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

  • 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.

  • Signal workers to move loaded cars.

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

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

  • 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.

  • Maintain records of materials moved.

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

  • 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.

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

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

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

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

Technologies & Software

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