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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.

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

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

  • Unload or unpack incoming shipments.

  • 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.

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

Technologies & Software

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

Alternative Job Titles