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Automation Risk Analysis

Will “Scale Attendant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Scale Attendant” 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%

“Scale Attendant” 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.

  • 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.

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles