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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

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

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

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

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

  • Arrange delivery or storage of goods at destinations.

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

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

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

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

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

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

  • Prepare invoices or cost quotations for freight transportation.

  • Keep records of goods dispatched or received.

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Complete customs paperwork.

  • Monitor or record locations of goods in transit.

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

  • Provide detailed port information to importers or exporters.

  • Assist clients in obtaining insurance reimbursements.

  • 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.

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

  • Obtain or arrange cargo insurance.

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

  • Verify proper packaging and labeling of exported goods.

  • Negotiate shipping rates with freight carriers.

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

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

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

Technologies & Software

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