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Automation Risk Analysis

Will “Scale Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Scale 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%

“Scale 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

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

  • 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.

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

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

  • Unload or unpack incoming shipments.

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

  • 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.

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

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles