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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.

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

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

  • 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.

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

  • Signal workers to move loaded cars.

  • 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.

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

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

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

  • Handle high voltage sources and hang electrical cables.

  • 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.

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

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

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

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

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

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

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

  • Stop gathering arms when cars are full.

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

  • 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.

Technologies & Software

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