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Automation Risk Analysis

Will “Gin Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Gin 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%

“Gin 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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles