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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

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

  • Unload or unpack incoming shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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

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

Alternative Job Titles