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Automation Risk Analysis

Will “Juice Scaleman” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Juice Scaleman” 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%

“Juice Scaleman” 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

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

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

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

  • Unload or unpack incoming shipments.

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles