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Automation Risk Analysis

Will “Ocean Freight Manager” be Automated?

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AI Exposure Risk

57%

“Ocean 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%

“Ocean 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

  • Complete customs paperwork.

  • Prepare invoices or cost quotations for freight transportation.

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

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

  • Monitor or record locations of goods in transit.

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

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

  • Assist clients in obtaining insurance reimbursements.

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

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

  • 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.

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

  • Keep records of goods dispatched or received.

  • Negotiate shipping rates with freight carriers.

  • Provide detailed port information to importers or exporters.

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

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

  • Arrange delivery or storage of goods at destinations.

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

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

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

  • 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.

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

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

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

  • Obtain or arrange cargo insurance.

  • Verify proper packaging and labeling of exported goods.

Technologies & Software

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