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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

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

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

  • 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.

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

  • 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.

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

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

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

  • Examine products or materials, parts, subassemblies, and packaging for damage, defects, or shortages, using specification sheets, gauges, and standards charts.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles