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Automation Risk Analysis

Will “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%

“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%

“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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles