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Automation Risk Analysis

Will “Inventory Merchandise Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Inventory Merchandise Specialist” 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%

“Inventory Merchandise Specialist” 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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles