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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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

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

Technologies & Software

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

Alternative Job Titles