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Automation Risk Analysis

Will “Raw Scales Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Raw Scales Operator” 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%

“Raw Scales Operator” 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

  • 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.

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

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

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

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

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

  • 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.

  • Fill orders for products and samples, following order tickets, and forward or mail items.

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

Technologies & Software

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

Alternative Job Titles