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Automation Risk Analysis

Will “Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #577 of 702. Estimated risk: 93.0%

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AI Exposure Risk

54%

“Machine 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%

“Machine 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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

  • 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.

  • 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.

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

  • 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.

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

  • 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.

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

Technologies & Software

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