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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

  • 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.

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

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

  • 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.

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

  • 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.

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

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

  • Unload or unpack incoming shipments.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles