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Automation Risk Analysis

Will “Ham Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Ham 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%

“Ham 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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Unload or unpack incoming shipments.

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

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

Technologies & Software

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

Alternative Job Titles