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Automation Risk Analysis

Will “Bean Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Bean 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%

“Bean 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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

Technologies & Software

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

Alternative Job Titles