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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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles