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Automation Risk Analysis

Will “Freight Tallier” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Freight 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%

“Freight 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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

  • Unload or unpack incoming shipments.

  • 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 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.

Technologies & Software

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

Alternative Job Titles