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Automation Risk Analysis

Will “Sample Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Sample 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%

“Sample 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • Unload or unpack incoming shipments.

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

  • 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.

Technologies & Software

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

Alternative Job Titles