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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

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

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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles