Transportation · SOC 53-7064
High-volume packaging is robotic, but varied product shapes and quality checks keep some hand-packing roles viable.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Robotic pick-and-pack is now cost-effective for uniform items at scale; irregular, fragile, or small-batch products will sustain hand-packing roles for at least 5–8 more years.
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Transportation
$74,080 median pay
$85,540 median pay
$37,130 median pay
$57,440 median pay
AI job-risk card
Packers and Packagers, Hand is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Packers and Packagers, Hand is 32/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
32 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Repetitive hand-packing of uniform products, Recording order and packaging data on forms, Assembling standard cartons and containers. Harder to automate: Inspecting finished packages for defects and compliance, Handling irregular, delicate, or custom-packaged items, Cleaning and maintaining work areas and shared equipment.
Lean into Packaging equipment operation, Quality inspection techniques, Lean manufacturing and 5S, Product compliance and labeling. Consider roles such as Packaging line supervisor or Quality assurance technician or Fulfillment operations coordinator.
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.