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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.

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles