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Automation Risk Analysis

Will “Material Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Material Checker” 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%

“Material Checker” 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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles