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Automation Risk Analysis

Will “Supply Chain Analyst” be Automated?

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AI Exposure Risk

55%

“Supply Chain Analyst” 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

34%

“Supply Chain Analyst” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 34% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Logistics Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze product delivery or supply chain processes to identify or recommend changes. May manage route activity including invoicing, electronic bills, and shipment tracing.

Job Title & Hierarchy Code (SOC) Logistics Analysts #13-1081.02
ℹ️

Data is based on the reference occupation: “Logistics Analysts”

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Core Skills & Abilities

  • Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.

  • Track product flow from origin to final delivery.

  • Develop or maintain payment systems to ensure accuracy of vendor payments.

  • Maintain logistics records in accordance with corporate policies.

  • Confer with logistics management teams to determine ways to optimize service levels, maintain supply-chain efficiency, or minimize cost.

  • Identify opportunities for inventory reductions.

  • Contact potential vendors to determine material availability.

  • Apply analytic methods or tools to understand, predict, or control logistics operations or processes.

  • Prepare reports on logistics performance measures.

  • Contact carriers for rates or schedules.

  • Maintain databases of logistics information.

  • Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.

  • Review procedures, such as distribution or inventory management, to ensure maximum efficiency or minimum cost.

  • Analyze logistics data, using methods such as data mining, data modeling, or cost or benefit analysis.

  • Write or revise standard operating procedures for logistics processes.

  • Route or reroute drivers in real time with remote route navigation software, satellite linkup systems, or global positioning systems (GPS) to improve operational efficiencies.

  • Reorganize shipping schedules to consolidate loads, maximize vehicle usage, or limit the movement of empty vehicles or containers.

  • Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.

  • Develop or maintain models for logistics uses, such as cost estimating or demand forecasting.

  • Enter logistics-related data into databases.

  • Monitor industry standards, trends, or practices to identify developments in logistics planning or execution.

  • Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.

  • Develop or maintain freight rate databases for use by supply chain departments to determine the most economical modes of transportation.

  • Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.

  • Determine packaging requirements.

  • Arrange for sale or lease of excess storage or transport capacity to minimize losses or inefficiencies associated with empty space.

  • Enter carbon-output or environmental-impact data into spreadsheets or environmental management or auditing software programs.

  • Compare locations or environmental policies of carriers or suppliers to make transportation decisions with lower environmental impact.

  • Recommend improvements to existing or planned logistics processes.

  • Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.

  • Manage systems to ensure that pricing structures adequately reflect logistics costing.

Technologies & Software

  • Microsoft Access
  • ChatGPT (OpenAI)
  • Microsoft Project
  • Four Soft 4S VisiLog
  • Gemini (Google)
  • Reporting software
  • SAP software
  • Tableau AI
  • Oracle Business Intelligence Enterprise Edition
  • Oracle E-Business Suite Logistics
  • IBM Cognos Impromptu
  • MicroStrategy
  • SAP Business Objects
  • Oracle PeopleSoft Financials
  • Mistral (Mistral AI)
  • Microsoft Excel
  • Microsoft Copilot
  • Oracle PeopleSoft
  • Claude (Anthropic)
  • Qwen (Alibaba)
  • Grok (xAI)
  • Kimi (Moonshot AI)
  • DeepSeek
  • Microsoft Windows
  • StataCorp Stata
  • Amazon Redshift
  • Microsoft Word
  • Logisuite Forwarder
  • Perplexity AI
  • Napkin AI
  • Microsoft SQL Server
  • IBM Notes
  • Microsoft Office software
  • Graphics software
  • Oracle E-Business Suite Financials
  • Minitab
  • Fleet management software
  • Microsoft Power BI
  • Flow chart software
  • Warehouse management system WMS
  • Logisuite Enterprise
  • Microsoft PowerPoint
  • Llama (Meta)
  • Oracle Primavera Enterprise Project Portfolio Management
  • Cadre Technologies Accuplus Integrated Distribution Logistics System
  • Oracle JD Edwards EnterpriseOne
  • Tableau
  • IntelliTrack 3PL
  • Planful AI
  • Gemini for Workspace
  • 3PL Central
  • Structured query language SQL
  • Microsoft Visio
  • The MathWorks MATLAB
  • ESRI ArcLogistics
  • Nova (Amazon)
  • DataRobot
  • Microsoft Visual Basic
  • Microsoft SharePoint
  • Meta Business AI
  • Oracle Hyperion
  • Advanced business application programming ABAP
  • Spreadsheet software
  • Four Soft 4S eLog
  • SAP Crystal Reports
  • IBM SPSS Statistics
  • Microsoft Outlook
  • Qlik Tech QlikView
  • Microsoft Visual Basic for Applications VBA
  • Optimization software
  • Alteryx AI
  • Inventory control software
  • Computer data input scanners
  • Laser facsimile machines
  • Laptop computers
  • Personal computers
  • Desktop computers
  • Computer laser printers
  • Multi-line telephone systems
  • Photocopying equipment
  • Photocopiers