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Automation Risk Analysis

Will “Paper 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%

“Paper 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%

“Paper 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.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles