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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.

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

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

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

  • Unload or unpack incoming shipments.

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles