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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

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

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

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

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

  • Unload or unpack incoming shipments.

  • 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.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles