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Automation Risk Analysis

Will “Metal Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Metal 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%

“Metal 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.

  • 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.

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

  • 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.

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

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles