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Automation Risk Analysis

Will “Coal Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Coal 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%

“Coal 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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Unload or unpack incoming shipments.

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

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

  • 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.

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

Alternative Job Titles