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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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

  • 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.

  • 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.

  • Unload or unpack incoming shipments.

Technologies & Software

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

Alternative Job Titles