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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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • Unload or unpack incoming shipments.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles