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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

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

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

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

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

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

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

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

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

  • 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.

  • Unload or unpack incoming shipments.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles