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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.

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

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

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

  • Unload or unpack incoming shipments.

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

  • 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.

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

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

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

  • Maintain, monitor, and clean work areas, such as recycling collection sites, drop boxes, counters and windows, and areas around scale houses.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles