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Automation Risk Analysis

Will “International Freight Forwarder” be Automated?

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AI Exposure Risk

57%

“International Freight Forwarder” 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%

“International Freight Forwarder” 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

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

  • Monitor or record locations of goods in transit.

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

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

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

  • Assist clients in obtaining insurance reimbursements.

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

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

  • Complete customs paperwork.

  • Prepare invoices or cost quotations for freight transportation.

  • Verify proper packaging and labeling of exported goods.

  • Negotiate shipping rates with freight carriers.

  • 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.

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Keep records of goods dispatched or received.

  • Provide detailed port information to importers or exporters.

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

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

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

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

  • Arrange delivery or storage of goods at destinations.

  • Obtain or arrange cargo insurance.

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

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

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

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

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

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

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

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

Technologies & Software

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