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Automation Risk Analysis

Will “Quality Controller” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Quality Controller” 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 Controller” 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

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

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

  • 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.

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

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

  • Unload or unpack incoming shipments.

Technologies & Software

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

Alternative Job Titles