# Will paper goods machine operators be replaced by AI? Updated October 2026 Paper goods machine operators score 16 of 100 for AI exposure. 76% of their task time still needs a person. AI speeds up the other 24%. - **24%** AI helps - **76%** Needs a person Low exposure Lower than 87% of the 923 occupations we scored. ## Task by task We graded 14 tasks, listed here from most to least exposed. AI can't do any of them end to end yet. It speeds up 2 and leaves 12 to people. | Task | AI exposure | | --- | --- | | Examine completed work to detect defects and verify conformance to work orders, and adjust machinery as necessary to correct production problems. Visual defect checks can use cameras; corrective adjustments stay physical. | 32% AI helps | | Observe operation of various machines to detect and correct machine malfunctions such as improper forming, glue flow, or pasteboard tension. Vision sensors can flag malfunctions; fixing them stays physical. | 28% AI helps | | 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. Machine control settings need physical operator presence; AI helps little. | 15% Needs a person | | Monitor finished cartons as they drop from forming machines into rotating hoppers and into gravity feed chutes to prevent jamming. Watching cartons and clearing jams requires physical presence at machines. | 15% Needs a person | | Measure, space, and set saw blades, cutters, and perforators, according to product specifications. Spec lookup could help, but measuring and blade setting is physical. | 15% Needs a person | ## How paper goods machine operators compare All occupations (923) Production (107) **Paper goods machine operators score 16**, marked by the dark line. Each dot is a score, darker where more occupations share it. The short marks show the averages, 37 for all occupations and 22 for production. ## Pay and outlook in the US Median pay $50,270 a year, May 2025 People employed 96,130 in the US, May 2025 Projected change in jobs \-3.6% from 2024 to 2034 ## Skills to build - Measure and set saw blades and perforators to product specifications - Diagnose glue flow and pasteboard tension faults at the machine - Log defect counts and machine settings in Microsoft Excel - Read work orders and product specs in Adobe Acrobat - Adjust forming bars and folding mechanisms with hand tools ## Questions about paper goods machine operators and AI Will AI replace paper goods machine operators? Paper goods machine operators score 16 of 100 for AI exposure. 76% of their task time still needs a person. AI speeds up the other 24%. Will paper goods machine operators be replaced? Partly. About 1 in 10 working hours go to tasks AI can already do, mostly checking finished work for defects and spotting machine malfunctions. Setting up machines, repairing worn parts, and clearing jams at the equipment stays with people because it takes a body at the machine. Which tasks will AI take over for paper goods machine operators? Examining finished work for defects scores 32 on AI exposure, since cameras can flag visual faults in cartons. Observing machines for malfunctions such as improper forming or glue flow scores 28, since vision sensors can flag them early. The physical correction after each flag still falls to the operator. Which tasks will stay with paper goods machine operators? Disassembling machines to repair worn parts scores 5 on AI exposure because it takes hands and power tools. Filling glue reservoirs scores 7 and threading paper through gluing and slitting rollers scores 8, both physical work. Lifting totes and dumping cartons into hoppers scores 4 and stays manual. How can paper goods machine operators stay valuable? Build skill in the checks that need hands, starting at the machine. Measure and set saw blades and perforators to each product specification, then log those settings in Microsoft Excel. Read work orders in Adobe Acrobat and check each run against them. Operators who can diagnose glue flow and tension faults manually stay in demand. ## Related jobs - [Forming press operators26 out of 100](https://www.aigentcy.com/ai-exposure/forming-press-operators/) - [Press operators18 out of 100](https://www.aigentcy.com/ai-exposure/press-operators/) - [Woodworking machine operators16 out of 100](https://www.aigentcy.com/ai-exposure/woodworking-machine-operators/) - [Industrial machinery mechanics31 out of 100](https://www.aigentcy.com/ai-exposure/industrial-machinery-mechanics/) ## Next steps for paper goods machine operators - ### Check your job Your job title is a rough guide. Your actual tasks decide your score. Paste your job description or CV and see which of your tasks AI can do. [Check your job](https://www.aigentcy.com/tools/ai-exposure-checker/) [Check your CV](https://www.aigentcy.com/tools/cv-checker/) ### Check which roles in your team AI can take on We map your team's tasks, show what AI can do today and build the automations that pay back first. [Book an AI audit](https://www.aigentcy.com/audit/) ## Related topics - [**Jobs AI can't replace**Cement masons score lowest, at 8.](https://www.aigentcy.com/ai-exposure/jobs-ai-cant-replace/) - [**Jobs most at risk from AI**Proofreaders score highest, at 76.](https://www.aigentcy.com/ai-exposure/jobs-most-exposed-to-ai/) - [**High-paying jobs with low AI exposure**Radiologists earn a median $420,860 and score 46.](https://www.aigentcy.com/ai-exposure/high-paying-jobs-low-ai-exposure/) - [**Entry-level jobs with low AI exposure**Cement masons need little prior training and score 8.](https://www.aigentcy.com/ai-exposure/entry-level-jobs-low-ai-exposure/) - [**Jobs AI speeds up the most**For natural sciences managers, AI speeds up 96% of task time.](https://www.aigentcy.com/ai-exposure/jobs-ai-speeds-up/) - [**AI and jobs in Malta**15 iGaming roles graded task by task.](https://www.aigentcy.com/ai-exposure/malta/) - [**Skills that keep work human**The skills to build in the jobs AI changes least.](https://www.aigentcy.com/ai-exposure/skills/) - [**Jobs A to Z**Every job we publish, by first letter.](https://www.aigentcy.com/ai-exposure/jobs/) - [**AI exposure by industry**Average scores for 22 occupation groups.](https://www.aigentcy.com/ai-exposure/industries/) - [**Write a CV screening software can read**How applicant tracking systems read a CV, and what to change.](https://www.aigentcy.com/ai-exposure/cv-screening-guide/) - [**AI for businesses**The tasks to automate first in each team and industry.](https://www.aigentcy.com/ai-for/) - [**How we score AI exposure**The grading, the weights and every source.](https://www.aigentcy.com/ai-exposure/methodology/) Occupation data from the O\*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) and modified by Aigentcy. O\*NET® is a trademark of USDOL/ETA. Wage, employment and projection data from the U.S. Bureau of Labor Statistics. EU occupation names from ESCO, European Commission. AI usage signals from the Anthropic Economic Index (CC BY) and Microsoft Research (CC BY 4.0). [Methodology and sources](https://www.aigentcy.com/ai-exposure/methodology/). Scores © Aigentcy. Quote them with a link to the page.