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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

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

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

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

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

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

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

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles