Will AI replace Paper Goods Machine Setters, Operators, and Tenders?

What this score means

Paper Goods Machine Setters, Operators, and Tenders is among the least exposed roles in Manufacturing. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 13 out of 100 it sits close to the Manufacturing average of 14. Across the 4 sources behind this baseline, individual estimates run from 5 to 20, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Paper Goods Machine Setters, Operators, and Tenders, most central first, showing 12 of 14.

• 01Examine completed work to detect defects and verify conformance to work orders, and adjust machinery as necessary to correct production problems.
• 02Observe operation of various machines to detect and correct machine malfunctions such as improper forming, glue flow, or pasteboard tension.
• 03Start machines and move controls to regulate tension on pressure rolls, to synchronize speed of machine components, and to adjust temperatures of glue or paraffin.
• 04Disassemble machines to maintain, repair, or replace broken or worn parts, using hand or power tools.
• 05Install attachments to machines for gluing, folding, printing, or cutting.
• 06Cut products to specified dimensions, using hand or power cutters.
• 07Place rolls of paper or cardboard on machine feed tracks, and thread paper through gluing, coating, and slitting rollers.
• 08Monitor finished cartons as they drop from forming machines into rotating hoppers and into gravity feed chutes to prevent jamming.
• 09Adjust guide assemblies, forming bars, and folding mechanisms according to specifications, using hand tools.
• 10Measure, space, and set saw blades, cutters, and perforators, according to product specifications.
• 11Fill glue and paraffin reservoirs, and position rollers to dispense glue onto paperboard.
• 12Stamp products with information such as dates, using hand stamps or automatic stamping devices.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 4 research sources that scored Paper Goods Machine Setters, Operators, and Tenders for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025
• 03GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 04AI Occupational Exposure to Language Modeling · 2023

Also covers

Bag Machine Operator · Bag Machine Tender · Bag Maker · Bag Presser · Bag Valver · Bender Machine Operator · Binder · Box Brander and related titles

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