51-9196.00
Paper Goods Machine Setters, Operators, and Tenders
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.
This role faces substantial AI disruption
More at risk than 69% of occupations we track
Disruption Vector
Physical Robots
Physical robotics, autonomous machines, and automated equipment are the main threat to the physical tasks in this occupation.
AI process control systems can optimize machine parameters for paper goods production, and modern equipment runs with high autonomy. Physical roll changes, managing paper breaks and jams, adjusting for substrate variations, and maintaining production quality on complex converting lines still require experienced operators. Through 2027 this role faces moderate automation pressure in large packaging operations but is sustained by the scale and variability of paper goods manufacturing; complete unmanned operation remains economically and technically challenging.
Salary & Job Outlook
AI Risk Timeline
Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.
Skills Analysis — AI Vulnerability
Career Pivot Paths
If you're a Paper Goods Machine Setters, Operators, and Tenders, consider pivoting toward these lower-risk roles:
Share Your Results
amicooked-five.vercel.app
Paper Goods Machine Setters, Operators, and Tenders
"You're not cooked yet, but someone's preheating the oven."
Tweet preview
I just checked if I'm cooked as a Paper Goods Machine Setters, Operators, and Tenders 🤖 AI risk score: 7.2/10 — High Risk "You're not cooked yet, but someone's preheating the oven." Check yours 👇 https://amicooked-five.vercel.app/results/51-9196.00 #AmICooked #AI #FutureOfWork
Your score badge
AM I COOKED?
/ 10
amicooked-five.vercel.app
Screenshot this card to share on Instagram or TikTok 📸
You're more at risk than a Geography Teachers, Postsecondary (score: 2.5). Maybe it's time to rethink.
This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →