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Automation Risk Analysis

Will “Front End Loader Operator” be Automated?

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AI Exposure Risk

44%

“Front End Loader 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%

“Front End Loader 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.

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

  • 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.

  • Stop gathering arms when cars are full.

  • Handle high voltage sources and hang electrical cables.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Signal workers to move loaded cars.

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

  • Maintain records of materials moved.

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