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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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

  • Unload or unpack incoming shipments.

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles