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Automation Risk Analysis

Will “Cotton Acreage Measurer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Cotton Acreage Measurer” 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%

“Cotton Acreage Measurer” 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.

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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles