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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

  • Unload or unpack incoming shipments.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles