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Automation Risk Analysis

Will “Quality Assurance Inspector (QA Inspector)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Quality Assurance Inspector (QA Inspector)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Quality Assurance Inspector (QA Inspector)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 55% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Weighers, Measurers, Checkers, and Samplers, Recordkeeping, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Weigh, measure, and check materials, supplies, and equipment for the purpose of keeping relevant records. Duties are primarily clerical by nature. Includes workers who collect and keep record of samples of products or materials.

Avg. Annual Salary $46,660
Avg. Hourly Wage $22.43
Available Jobs (US) 49,720
Job Title & Hierarchy Code (SOC) Weighers, Measurers, Checkers, and Samplers, Recordkeeping #43-5111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Weighers, Measurers, Checkers, and Samplers, Recordkeeping”

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Core Skills & Abilities

  • Weigh or measure materials, equipment, or products to maintain relevant records, using volume meters, scales, rules, or calipers.

  • Collect product samples and prepare them for laboratory analysis or testing.

  • Sort products or materials into predetermined sequences or groupings for display, packing, shipping, or storage.

  • Unload or unpack incoming shipments.

  • Remove from stock products or loads not meeting quality standards, and notify supervisors or appropriate departments of discrepancies or shortages.

  • Collect or prepare measurement, weight, or identification labels and attach them to products.

  • Store samples of finished products in labeled cartons and record their location.

  • Transport materials, products, or samples to processing, shipping, or storage areas, manually or using conveyors, pumps, or hand trucks.

  • Operate scalehouse computers to obtain weight information about incoming shipments such as those from waste haulers.

  • Examine products or materials, parts, subassemblies, and packaging for damage, defects, or shortages, using specification sheets, gauges, and standards charts.

  • Inspect products and examination records to determine the number of defects per worker and the reasons for examiners' rejections.

  • Count or estimate quantities of materials, parts, or products received or shipped.

  • Signal or instruct other workers to weigh, move, or check products.

  • Maintain, monitor, and clean work areas, such as recycling collection sites, drop boxes, counters and windows, and areas around scale houses.

  • Compare product labels, tags, or tickets, shipping manifests, purchase orders, and bills of lading to verify accuracy of shipment contents, quality specifications, or weights.

  • Fill orders for products and samples, following order tickets, and forward or mail items.

  • Document quantity, quality, type, weight, test result data, and value of materials or products to maintain shipping, receiving, and production records and files.

  • Communicate with customers and vendors to exchange information regarding products, materials, and services.

Technologies & Software

  • Grok (xAI)
  • Grammarly AI
  • Otter.ai
  • Oracle Database
  • Oracle JD Edwards EnterpriseOne
  • Nova (Amazon)
  • Enterprise resource planning ERP software
  • Mistral (Mistral AI)
  • Microsoft Word
  • Inventory management systems
  • Word processing software
  • Microsoft Dynamics AX
  • Microsoft PowerPoint
  • Infor ERP Baan
  • Gemini (Google)
  • Microsoft Excel
  • Notion AI
  • Warehouse management system WMS
  • Inventory software
  • DeepSeek
  • Qwen (Alibaba)
  • Gemini for Workspace
  • Napkin AI
  • Claude (Anthropic)
  • IBM Notes
  • Zapier AI
  • NetSuite ERP
  • Email software
  • Microsoft Copilot
  • Kimi (Moonshot AI)
  • Root cause analysis software
  • Materials resource planning MRP software
  • SAP software
  • Perplexity AI
  • Microsoft Outlook
  • Microsoft Access
  • Infor XA
  • UiPath (RPA + AI)
  • Microsoft Office software
  • Llama (Meta)
  • ChatGPT (OpenAI)
  • Milk meters
  • Safety glasses
  • Belt conveyor scales
  • Wire cutters
  • Railway track scales
  • Radio frequency RF scanners
  • Label printers
  • Two-way radios
  • Warehouse forklifts
  • Grain analyzers
  • Mass flow meters
  • Hopper scales
  • Computerized scales
  • Crane scales
  • Livestock scales
  • Monorail scales
  • Pallet jacks
  • Grain moisture meters
  • Industrial trucks
  • Order selectors
  • Tablet computers
  • Water meters
  • Cordage measurers
  • High lifts
  • Personal computers
  • Protective coveralls
  • Automatic bulk weighing systems
  • Electric overhead traveling crane EOT
  • Facial shields
  • Beam scales
  • Axle load scales
  • Vehicle tank meters
  • Computer terminals
  • Calculators
  • Cherry pickers
  • Scissor lifts
  • Hoists
  • Safety shoes

Alternative Job Titles