Office & Admin · SOC 43-5111
Data documentation and labeling are automatable, but physical sample collection, inspection, and quality judgment keep humans on the floor.
Parts of the job are exposed, but judgment and context still matter.
Timeline: Computer vision QC systems are emerging but require significant capital investment; manual checking roles in SMEs and specialized materials will persist well into 2030.
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$66,140 median pay
$43,830 median pay
$36,010 median pay
$41,460 median pay
$49,900 median pay
AI job-risk card
Weighers, Measurers, Checkers, and Samplers, Recordkeeping is watch on AIFear. Parts of the job are exposed, but judgment and context still matter.
AIFear.com
Our AI Fear Score for Weighers, Measurers, Checkers, and Samplers, Recordkeeping is 50/100 (Watch). Parts of the job are exposed, but judgment and context still matter.
50 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: Documenting quantity, weight, and quality data into records, Collecting and preparing product samples for lab analysis, Comparing labels and shipping documents to verify accuracy, Attaching measurement labels to products. Harder to automate: Physically examining products for damage, defects, and shortages, Removing non-conforming stock and flagging discrepancies, Maintaining and monitoring physical work and collection areas.
Lean into Quality control and inspection methods, Measurement and calibration tools, ERP and inventory data systems, Statistical process control basics, Lab sample handling. Consider roles such as Quality Control Inspector or Laboratory Technician or Production Quality Analyst.
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.