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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

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

  • 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.

  • 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.

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

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

  • 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.

  • Unload or unpack incoming shipments.

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles