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Automation Risk Analysis

Will “Computer Numerical Control Machine Operator (CNC Machine Operator)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #681 of 702. Estimated risk: 98.0%

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AI Exposure Risk

53%

“Computer Numerical Control Machine Operator (CNC 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

63%

“Computer Numerical Control Machine Operator (CNC 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 63% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Packaging and Filling Machine Operators and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or tend machines to prepare industrial or consumer products for storage or shipment. Includes cannery workers who pack food products.

Avg. Annual Salary $43,630
Avg. Hourly Wage $20.98
Available Jobs (US) 383,860
Job Title & Hierarchy Code (SOC) Packaging and Filling Machine Operators and Tenders #51-9111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Packaging and Filling Machine Operators and Tenders”

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Core Skills & Abilities

  • Start machine by engaging controls.

  • Clean and remove damaged or otherwise inferior materials to prepare raw products for processing.

  • Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.

  • Count and record finished and rejected packaged items.

  • Attach identification labels to finished packaged items, or cut stencils and stencil information on containers, such as lot numbers or shipping destinations.

  • Stop or reset machines when malfunctions occur, clear machine jams, and report malfunctions to a supervisor.

  • Supply materials to spindles, conveyors, hoppers, or other feeding devices and unload packaged product.

  • Remove finished packaged items from machine and separate rejected items.

  • Clean, oil, and make minor adjustments or repairs to machinery and equipment, such as opening valves or setting guides.

  • Observe machine operations to ensure quality and conformity of filled or packaged products to standards.

  • Stack finished packaged items, or wrap protective material around each item, and pack the items in cartons or containers.

  • Clean packaging containers, line and pad crates, or assemble cartons to prepare for product packing.

  • Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.

  • Inspect and remove defective products and packaging material.

  • Stock and sort product for packaging or filling machine operation, and replenish packaging supplies, such as wrapping paper, plastic sheet, boxes, cartons, glue, ink, or labels.

  • Secure finished packaged items by hand tying, sewing, gluing, stapling, or attaching fastener.

  • Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

  • Tend or operate machine that packages product.

  • Regulate machine flow, speed, or temperature.

  • Adjust machine components and machine tension and pressure according to size or processing angle of product.

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  • SAP software
  • Label printing software
  • Claude (Anthropic)
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  • Cognex Vision AI
  • Microsoft Excel
  • Email software
  • Siemens Industrial AI
  • Grok (xAI)
  • Stencils
  • Straight screwdrivers
  • Adjustable wrenches
  • Pallet jacks
  • Locking pliers
  • Pallet movers
  • Box cutters
  • Step stools
  • Desktop computers
  • Scanners
  • Claw hammers
  • Staple guns
  • Wire brushes
  • Scrapers
  • Handtrucks
  • Glue guns
  • Space gauges
  • Power drills
  • Dial calipers
  • Powered roll lifts
  • Personal computers
  • Utility knives
  • Label-making machines
  • Phillips head screwdrivers
  • Measuring tapes
  • Industrial platform scales
  • Forklifts
  • Industrial sewing machines

Alternative Job Titles