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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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles