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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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Unload or unpack incoming shipments.

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

Technologies & Software

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

Alternative Job Titles