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Automation Risk Analysis

Will “Case Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Case 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%

“Case 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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles