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Automation Risk Analysis

Will “Quality 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 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 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

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

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

  • Unload or unpack incoming shipments.

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

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

Technologies & Software

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

Alternative Job Titles