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Automation Risk Analysis

Will “Export Freight Manager” be Automated?

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AI Exposure Risk

57%

“Export Freight Manager” 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%

“Export Freight Manager” 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 delivery or storage of goods at destinations.

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

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

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

  • Keep records of goods dispatched or received.

  • Provide detailed port information to importers or exporters.

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

  • 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.

  • Obtain or arrange cargo insurance.

  • Prepare invoices or cost quotations for freight transportation.

  • Complete customs paperwork.

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

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Assist clients in obtaining insurance reimbursements.

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

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

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

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

  • Negotiate shipping rates with freight carriers.

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

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

  • Verify proper packaging and labeling of exported goods.

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

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

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

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

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

  • Monitor or record locations of goods in transit.

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

Technologies & Software

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