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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

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

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

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

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

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

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles