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Automation Risk Analysis

Will “Roll Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Roll 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%

“Roll 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

  • Unload or unpack incoming shipments.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles