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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

  • Regulate machine flow, speed, or temperature.

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

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

  • Tend or operate machine that packages product.

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

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

  • Count and record finished and rejected packaged items.

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

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

  • Inspect and remove defective products and packaging material.

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

  • 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.

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

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

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

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

  • Start machine by engaging controls.

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

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

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

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  • Label-making machines
  • Forklifts
  • Desktop computers
  • Glue guns
  • Industrial platform scales
  • Staple guns
  • Claw hammers
  • Straight screwdrivers
  • Handtrucks
  • Pallet movers
  • Locking pliers
  • Utility knives
  • Stencils
  • Step stools
  • Phillips head screwdrivers
  • Wire brushes
  • Powered roll lifts
  • Power drills
  • Scrapers
  • Box cutters
  • Personal computers
  • Industrial sewing machines
  • Space gauges
  • Measuring tapes
  • Pallet jacks
  • Dial calipers
  • Scanners
  • Adjustable wrenches

Alternative Job Titles