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Automation Risk Analysis

Will “Tallier” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“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%

“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

  • 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.

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

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

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

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

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

  • 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.

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

  • 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.

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

Technologies & Software

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

Alternative Job Titles