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Automation Risk Analysis

Will “Scale Agent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Scale Agent” 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 Agent” 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

  • 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.

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

  • 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.

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles