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Automation Risk Analysis

Will “Production Corrugator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #369 of 702. Estimated risk: 67.0%

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AI Exposure Risk

50%

“Production Corrugator” 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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“Production Corrugator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Paper Goods Machine Setters, Operators, and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, or tend paper goods machines that perform a variety of functions, such as converting, sawing, corrugating, banding, wrapping, boxing, stitching, forming, or sealing paper or paperboard sheets into products.

Avg. Annual Salary $51,750
Avg. Hourly Wage $24.88
Available Jobs (US) 96,950
Job Title & Hierarchy Code (SOC) Paper Goods Machine Setters, Operators, and Tenders #51-9196
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Paper Goods Machine Setters, Operators, and Tenders”

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Core Skills & Abilities

  • Fill glue and paraffin reservoirs, and position rollers to dispense glue onto paperboard.

  • Install attachments to machines for gluing, folding, printing, or cutting.

  • Measure, space, and set saw blades, cutters, and perforators, according to product specifications.

  • Monitor finished cartons as they drop from forming machines into rotating hoppers and into gravity feed chutes to prevent jamming.

  • Cut products to specified dimensions, using hand or power cutters.

  • Lift tote boxes of finished cartons, and dump cartons into feed hoppers.

  • Observe operation of various machines to detect and correct machine malfunctions such as improper forming, glue flow, or pasteboard tension.

  • Place rolls of paper or cardboard on machine feed tracks, and thread paper through gluing, coating, and slitting rollers.

  • Start machines and move controls to regulate tension on pressure rolls, to synchronize speed of machine components, and to adjust temperatures of glue or paraffin.

  • Disassemble machines to maintain, repair, or replace broken or worn parts, using hand or power tools.

  • Adjust guide assemblies, forming bars, and folding mechanisms according to specifications, using hand tools.

  • Stamp products with information such as dates, using hand stamps or automatic stamping devices.

  • Remove finished cores, and stack or place them on conveyors for transfer to other work areas.

  • Examine completed work to detect defects and verify conformance to work orders, and adjust machinery as necessary to correct production problems.

Technologies & Software

  • Nova (Amazon)
  • Grok (xAI)
  • ChatGPT (OpenAI)
  • Microsoft Office software
  • Microsoft Excel
  • Sight Machine AI
  • Quark enterprise publishing software
  • Rockwell Automation AI
  • Siemens Industrial AI
  • Adobe Illustrator
  • Qwen (Alibaba)
  • Objectif Lune PrintShop Mail
  • Microsoft Word
  • Mistral (Mistral AI)
  • Gemini (Google)
  • Adobe InDesign
  • Adobe Acrobat
  • Cognex Vision AI
  • Virtual Systems Mail-Shop
  • Claude (Anthropic)
  • Kimi (Moonshot AI)
  • Adobe Photoshop
  • Llama (Meta)
  • ABB AI Robotics
  • DeepSeek
  • Corrugated paper machines
  • Personal computers
  • Printing collators
  • Hand stamps
  • Combining machines
  • Collator gatherers
  • Black and white laser printers
  • Paper slitter machines
  • Shrink wrap machines
  • Thermal book binding machines
  • Power folders
  • Mallets
  • Power speed binders
  • Mailing machines
  • Book stitchers
  • Paper drills
  • Power paper cutters
  • Color laser printers
  • Programmable cutters
  • Guillotine paper cutters
  • Case making machines
  • Commercial inkjet printers
  • Automatic stapling machines
  • Paper padding presses
  • Automatic stamping machines
  • Fully automatic binding machines

Alternative Job Titles