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Automation Risk Analysis

Will “Lumber Tallier” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Lumber Tallier” 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%

“Lumber Tallier” 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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • 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.

  • 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.

  • Unload or unpack incoming shipments.

Technologies & Software

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

Alternative Job Titles