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Automation Risk Analysis

Will “Yarn Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Yarn Weigher” 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%

“Yarn Weigher” 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.

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles