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Automation Risk Analysis

Will “Gravel Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Gravel 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%

“Gravel 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

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

Technologies & Software

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

Alternative Job Titles