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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

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

  • Unload or unpack incoming shipments.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles