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Automation Risk Analysis

Will “Scale Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Scale Clerk” 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 Clerk” 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.

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

  • 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.

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

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

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

  • 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.

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

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

  • Unload or unpack incoming shipments.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles