Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Overall Exposure
2025 vs 2023
Theoretical Exposure
86What AI could do
Observed Exposure
50What AI actually does
Automation Risk Score
76Displacement 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 |
|---|---|---|---|---|---|
| 2023 | 58 | 78 | 35 | 65 | actual |
| 2024 | 64 | 82 | 42 | 71 | actual |
| 2025 | 70 | 86 | 50 | 76 | actual |
| 2026 | 75 | 89 | 57 | 80 | estimated |
| 2027 | 80 | 92 | 63 | 84 | estimated |
| 2028 | 84 | 94 | 68 | 87 | estimated |
Task Breakdown
About This Occupation
If you work as a Weigher, Measurer, or Checker, AI and automated measurement systems are transforming your role. With an automation risk of 76/100 and overall exposure at 70%, this occupation faces high displacement pressure. Recording measurement data in databases is 88% automated. BLS projects -5% decline through 2034 as IoT sensors and automated scales reduce the need for manual measurement and recordkeeping.
Frequently Asked Questions
With an automation risk score of 76%, Weighers, Measurers, Checkers, and Samplers, Recordkeeping faces a significant risk of AI-driven displacement. Many core tasks in this role can be automated by current AI systems. However, full replacement is unlikely in the near term -- AI will more likely transform the role rather than eliminate it entirely.
The AI automation risk score for Weighers, Measurers, Checkers, and Samplers, Recordkeeping is 76% (2025 data). Overall AI exposure is 70%, with 86% theoretical exposure and 50% observed exposure. The risk trend from 2023 to 2025 is +11 points.
The tasks with the highest automation potential for Weighers, Measurers, Checkers, and Samplers, Recordkeeping are: Record measurement data in logs and databases (88%), Weigh and measure materials using scales and instruments (82%), Verify quantities against shipping documents and orders (78%). 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 -5% employment change for Weighers, Measurers, Checkers, and Samplers, Recordkeeping from 2024 to 2034. Combined with an overall AI exposure of 70%, 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 Weighers, Measurers, Checkers, and Samplers, Recordkeeping 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.