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Automation Risk Analysis

Will “Grain Loader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #577 of 702. Estimated risk: 93.0%

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AI Exposure Risk

54%

“Grain Loader” will maybe 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 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

62%

“Grain 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 62% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Conveyor Operators and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Control or tend conveyors or conveyor systems that move materials or products to and from stockpiles, processing stations, departments, or vehicles. May control speed and routing of materials or products.

Avg. Annual Salary $44,800
Avg. Hourly Wage $21.54
Available Jobs (US) 26,060
Job Title & Hierarchy Code (SOC) Conveyor Operators and Tenders #53-7011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Conveyor Operators and Tenders”

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Core Skills & Abilities

  • Contact workers in work stations or other departments to request movement of materials, products, or machinery, or to notify them of incoming shipments and their estimated delivery times.

  • Clean, sterilize, and maintain equipment, machinery, and work stations, using hand tools, shovels, brooms, chemicals, hoses, and lubricants.

  • Repair or replace equipment components or parts such as blades, rolls, and pumps.

  • Thread strapping through strapping tools and secure battens with strapping to form protective pallets around extrusions.

  • Distribute materials, supplies, and equipment to work stations, using lifts and trucks.

  • Observe packages moving along conveyors to identify packages, detect defective packaging, and perform quality control.

  • Stop equipment or machinery and clear jams, using poles, bars, and hand tools, or remove damaged materials from conveyors.

  • Collect samples of materials or products, checking them to ensure conformance to specifications or sending them to laboratories for analysis.

  • Weigh or measure materials and products, using scales or other measuring instruments, or read scales on conveyors that continually weigh products, to verify specified tonnages and prevent overloads.

  • Read production and delivery schedules, and confer with supervisors, to determine sorting and transfer procedures, arrangement of packages on pallets, and destinations of loaded pallets.

  • Press console buttons to deflect packages to predetermined accumulators or reject lines.

  • Affix identifying information to materials or products, using hand tools.

  • Observe conveyor operations and monitor lights, dials, and gauges to maintain specified operating levels and to detect equipment malfunctions.

  • Record production data such as weights, types, quantities, and storage locations of materials, as well as equipment performance problems and downtime.

  • Move, assemble, and connect hoses or nozzles to material hoppers, storage tanks, conveyor sections or chutes, and pumps.

  • Load, unload, or adjust materials or products on conveyors by hand, by using lifts, hoists, and scoops, or by opening gates, chutes, or hoppers.

  • Inform supervisors of equipment malfunctions that need to be addressed.

  • Manipulate controls, levers, and valves to start pumps, auxiliary equipment, or conveyors, and to adjust equipment positions, speeds, timing, and material flows.

  • Position deflector bars, gates, chutes, or spouts to divert flow of materials from one conveyor onto another conveyor.

  • Join sections of conveyor frames at temporary working areas, and connect power units.

Technologies & Software

  • Control system software
  • Waymo (Autonomous Driving)
  • Gemini (Google)
  • DeepSeek
  • Microsoft Windows
  • Sortation software
  • Conveyor control software
  • Qwen (Alibaba)
  • Llama (Meta)
  • SAP software
  • Tesla Autopilot
  • Gatik AI
  • Mobileye AI
  • Grok (xAI)
  • Mistral (Mistral AI)
  • Microsoft Excel
  • Intelligrated InControlWare
  • Project44 AI Logistics
  • ChatGPT (OpenAI)
  • Kimi (Moonshot AI)
  • Nova (Amazon)
  • Claude (Anthropic)
  • Digital floor scales
  • Precision rulers
  • Scoops
  • Boom conveyors
  • Electric hoists
  • Automatic palletizing equipment
  • Watering hoses
  • Strapping tools
  • Light industrial vans
  • Hydraulic lifts
  • Portable power saws
  • Pickup trucks
  • Hydraulic booms
  • Desktop computers
  • Chain conveyor systems
  • Oil dispensing cans
  • Gate pumps
  • Sump pumps
  • Pallet jacks
  • Safety gloves
  • Handheld scanners
  • Mobile radios
  • Automobiles
  • Hoppers
  • Digital video cameras
  • Laser facsimile machines
  • Protective safety glasses
  • Grain conveyors
  • Elevator systems
  • Belt conveyors systems
  • Screw conveyors
  • Spot welders
  • Grease dispensing guns
  • Hearing protection plugs
  • Vibrating conveyors
  • Wheeled forklifts