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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

  • 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.

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

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles