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Automation Risk Analysis

Will “Sawmill Tally Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Sawmill Tally Clerk” 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%

“Sawmill Tally Clerk” 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.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

  • Unload or unpack incoming shipments.

Technologies & Software

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

Alternative Job Titles