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Automation Risk Analysis

Will “Chemical Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Chemical 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%

“Chemical 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

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

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

  • 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.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles