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Automation Risk Analysis

Will “Freight Analyst” be Automated?

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AI Exposure Risk

57%

“Freight 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

43%

“Freight 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 43% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Freight Forwarders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research rates, routings, or modes of transport for shipment of products. Maintain awareness of regulations affecting the international movement of cargo. Make arrangements for additional services, such as storage or inland transportation.

Job Title & Hierarchy Code (SOC) Freight Forwarders #43-5011.01
ℹ️

Data is based on the reference occupation: “Freight Forwarders”

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Core Skills & Abilities

  • Review the environmental records of freight carriers to inform shipping decisions.

  • Maintain current knowledge of relevant legislation, political situations, or other factors that could affect freight shipping.

  • Obtain or arrange cargo insurance.

  • Assist clients in obtaining insurance reimbursements.

  • Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance.

  • Prepare shipping documentation, such as bills of lading, packing lists, dock receipts, or certificates of origin.

  • Keep records of goods dispatched or received.

  • Monitor or record locations of goods in transit.

  • Prepare invoices or cost quotations for freight transportation.

  • Negotiate shipping rates with freight carriers.

  • Provide shipment status notification to exporters, consignees, or insurers.

  • Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs.

  • Complete customs paperwork.

  • Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.

  • Select shipment routes, based on nature of goods shipped, transit times, or security needs.

  • Arrange for applicable duties, taxes, or paperwork for customs clearance.

  • Consolidate loads with a common destination to reduce costs to individual shippers.

  • Verify adherence of documentation to customs, insurance, or regulatory requirements.

  • Make arrangements with customs brokers to facilitate the passage of goods through customs.

  • Reserve necessary space on ships, aircraft, trains, or trucks.

  • Calculate weight, volume, or cost of goods to be moved.

  • Pay or arrange for payment of freight or insurance fees or other charges.

  • Consider environmental sustainability factors when determining merchandise packing methods.

  • Verify proper packaging and labeling of exported goods.

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Arrange delivery or storage of goods at destinations.

  • Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments.

  • Provide detailed port information to importers or exporters.

  • Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts.

  • Determine efficient and cost-effective methods of moving goods from one location to another.

  • Analyze shipping routes to determine how to minimize environmental impact.

Technologies & Software

  • AESDirect
  • Llama (Meta)
  • Star Tec Software Hercules Export
  • Nova (Amazon)
  • Arcline ArcFreight
  • Napkin AI
  • Manufacturing resource planning MRP software
  • Kewill Global Trade and Logistics
  • Web browser software
  • Order management software
  • CEDAS Gateway
  • Email software
  • TMW Enterprise Transportation Management Systems
  • Qwen (Alibaba)
  • Microsoft Outlook
  • SAP software
  • Package tracking software
  • Gemini (Google)
  • Riege Software International Procars
  • Notion AI
  • Claude (Anthropic)
  • Grok (xAI)
  • ChatGPT (OpenAI)
  • Perplexity AI
  • Word processing software
  • Oracle JD Edwards EnterpriseOne
  • DeepSeek
  • QuestaWeb TradeMaster QW
  • Microsoft Word
  • Gemini for Workspace
  • Microsoft Copilot
  • Kimi (Moonshot AI)
  • Microsoft PowerPoint
  • Mistral (Mistral AI)
  • CargoWise ediEnterprise
  • UiPath (RPA + AI)
  • Zapier AI
  • IES Ecellerate
  • Microsoft Office software
  • Microsoft Excel
  • Otter.ai
  • Tailwind Management Systems Tailwind
  • Grammarly AI
  • RedBerry Logistics
  • Laser facsimile machines
  • Desktop computers
  • Multi-line telephone systems
  • Personal computers
  • Laptop computers