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Automation Risk Analysis

Will “Quality Control Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Quality Control Clerk” 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 Control Clerk” 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.

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • Unload or unpack incoming shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles