Production & ManufacturingO*NET: 51-9061.00
Will AI Replace Inspectors, Testers, Sorters, Samplers, and Weighers?
Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.
91out of 100
Critical Risk
AI Risk Score
91/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
16
🤖 What AI Can Do
- ▸Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.
- ▸Read dials or meters to verify that equipment is functioning at specified levels.
- ▸Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.
- ▸Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.
- ▸Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.
- ▸Stack or arrange tested products for further processing, shipping, or packaging.
👤 What Requires Humans
- ▸Inspect, test, or measure materials, products, installations, or work for conformance to specifications.
Task Breakdown
🤖AI Can Automate (6)
- Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.
- Read dials or meters to verify that equipment is functioning at specified levels.
- Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.
- Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.
- Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.
- Stack or arrange tested products for further processing, shipping, or packaging.
👤Requires Humans (1)
- Inspect, test, or measure materials, products, installations, or work for conformance to specifications.
⚡AI-Assisted (9)
- Discard or reject products, materials, or equipment not meeting specifications.
- Mark items with details, such as grade or acceptance-rejection status.
- Notify supervisors or other personnel of production problems.
- Write test or inspection reports describing results, recommendations, or needed repairs.
- Recommend necessary corrective actions, based on inspection results.
- Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.
- Position products, components, or parts for testing.
- Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.
Key Skills Analysis
Quality Control AnalysisAI-Vulnerable
Importance: 3.75/5.00
WritingAI-Vulnerable
Importance: 3.25/5.00
Critical ThinkingAI-Resistant
Importance: 3.25/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.12/5.00
Active Listening
Importance: 3.12/5.00
Speaking
Importance: 3.12/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.12/5.00
Monitoring
Importance: 3.00/5.00
Operations MonitoringAI-Vulnerable
Importance: 3.00/5.00
Time ManagementAI-Resistant
Importance: 3.00/5.00
Social PerceptivenessAI-Resistant
Importance: 2.88/5.00
CoordinationAI-Resistant
Importance: 2.88/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.88/5.00
Operation and Control
Importance: 2.88/5.00
MathematicsAI-Vulnerable
Importance: 2.62/5.00
Related Occupations
Calibration Technologists and Technicians
10/100 — Very Low Risk
Industrial Machinery Mechanics
68/100 — High Risk
Electrical and Electronic Equipment Assemblers
86/100 — Critical Risk
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
87/100 — Critical Risk
Electromechanical Equipment Assemblers
89/100 — Critical Risk
Future-Proof Your Career
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Frequently Asked Questions
Based on our analysis, Inspectors, Testers, Sorters, Samplers, and Weighers have a critical risk of AI replacement with a score of 91/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research