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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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

Technologies & Software

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

Alternative Job Titles