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Automation Risk Analysis

Will “Freight Router” be Automated?

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AI Exposure Risk

57%

“Freight Router” 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 Router” 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

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

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

  • Provide detailed port information to importers or exporters.

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

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

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

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

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

  • Keep records of goods dispatched or received.

  • Assist clients in obtaining insurance reimbursements.

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

  • 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.

  • Arrange delivery or storage of goods at destinations.

  • Prepare invoices or cost quotations for freight transportation.

  • Obtain or arrange cargo insurance.

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

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

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

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

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

  • Verify proper packaging and labeling of exported goods.

  • Monitor or record locations of goods in transit.

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

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

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

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

  • Complete customs paperwork.

  • Negotiate shipping rates with freight carriers.

Technologies & Software

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