Packers and Packagers, Hand
Overall Exposure
2025 vs 2023
Theoretical Exposure
72What AI could do
Observed Exposure
25What AI actually does
Automation Risk Score
59Displacement risk
3-Year Outlook (2025 โ 2028)
Projected changes in AI automation metrics over the next 3 years based on estimated data.
Overall Exposure
2025 โ 2028 (estimated)
Theoretical Exposure
2025 โ 2028 (estimated)
Observed Exposure
2025 โ 2028 (estimated)
Automation Risk
2025 โ 2028 (estimated)
Exposure Metrics (2023 - 2028)
Detailed Metrics Table
| Year | Overall | Theoretical | Observed | Risk | Data Type |
|---|---|---|---|---|---|
| 2024 | 42 | 68 | 20 | 55 | actual |
| 2025 | 47 | 72 | 25 | 59 | estimated |
| 2026 | 52 | 76 | 31 | 63 | estimated |
| 2027 | 57 | 80 | 37 | 67 | estimated |
| 2028 | 62 | 83 | 43 | 71 | estimated |
Task Breakdown
About This Occupation
If you work as a Hand Packer or Packager, AI and robotics are automating many of your tasks. With an automation risk of 59/100 and overall exposure at 47%, this role faces medium transformation. Weighing and labeling sees the highest automation at 65%. BLS projects -4% decline through 2034.
Frequently Asked Questions
With an automation risk score of 59%, Packers and Packagers, Hand faces a moderate level of AI-driven change. Some tasks can be automated, but many require human judgment, creativity, or interpersonal skills that AI cannot yet replicate. The role is more likely to evolve alongside AI than be replaced.
The AI automation risk score for Packers and Packagers, Hand is 59% (2025 data). Overall AI exposure is 47%, with 72% theoretical exposure and 25% observed exposure. The risk trend from 2023 to 2025 is 0 points.
The tasks with the highest automation potential for Packers and Packagers, Hand are: Weigh and label packaged items (65%), Sort and inspect products for packaging defects (48%), Assemble and fill containers for shipment (35%). These rates reflect how much of each task current AI systems can handle, based on research data from Anthropic and academic sources.
The BLS projects -4% employment change for Packers and Packagers, Hand from 2024 to 2034. Combined with an overall AI exposure of 47%, this occupation is experiencing both traditional labor market shifts and AI-driven transformation. Workers should monitor both employment trends and AI capability growth.
Since AI primarily automates tasks in this role, professionals in Packers and Packagers, Hand should focus on developing skills that complement AI rather than compete with it. Consider learning AI tool management, shifting toward supervisory and quality-control tasks, and building expertise in areas where human judgment remains essential.