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Automation Risk Analysis

Will “Lumber Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Lumber Checker” 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 Checker” 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.

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

  • 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.

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

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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

  • 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.

  • 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

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

Alternative Job Titles