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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

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

  • 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.

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

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

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

  • Unload or unpack incoming shipments.

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

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

  • 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.

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles