Production · SOC 51-9196
Paper goods machine operation is highly mechanical and physical; defect detection and maintenance keep humans essential.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Paper goods converting lines are well-established mechanically; AI-driven defect detection cameras are being added but work alongside operators, not replacing them, through the late 2020s.
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$49,900 median pay
$45,190 median pay
$33,880 median pay
$38,160 median pay
$38,260 median pay
$42,530 median pay
AI job-risk card
Paper Goods Machine Setters, Operators, and Tenders is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Paper Goods Machine Setters, Operators, and Tenders is 20/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
20 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Harder to automate: Visually detecting defects and adjusting machines mid-run, Correcting glue flow, tension, and alignment in real time, Disassembling and repairing machine components, Starting machines and synchronizing production speeds.
Lean into Converting machine operation and setup, Mechanical troubleshooting and repair, Quality inspection for packaging, Production scheduling basics. Consider roles such as Packaging machine technician or Maintenance mechanic or Production line supervisor.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.