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Automation Risk Analysis

Will “Line Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #577 of 702. Estimated risk: 93.0%

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AI Exposure Risk

54%

“Line Operator” 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%

“Line 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 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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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