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Automation Risk Analysis

Will “Coke Loader” be Automated?

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AI Exposure Risk

44%

“Coke Loader” 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%

“Coke Loader” 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

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

  • 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.

  • 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.

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

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

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

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

  • Stop gathering arms when cars are full.

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

  • Signal workers to move loaded cars.

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

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

  • Maintain records of materials moved.

  • 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.

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

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

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

  • 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.

  • Handle high voltage sources and hang electrical cables.

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

Technologies & Software

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