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Automation Risk Analysis

Will “Cargo Agent” be Automated?

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AI Exposure Risk

57%

“Cargo Agent” 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%

“Cargo Agent” 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

  • Verify proper packaging and labeling of exported goods.

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

  • Prepare invoices or cost quotations for freight transportation.

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

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

  • Obtain or arrange cargo insurance.

  • 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.

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

  • 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.

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

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

  • Negotiate shipping rates with freight carriers.

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

  • 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.

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

  • Arrange delivery or storage of goods at destinations.

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

  • Assist clients in obtaining insurance reimbursements.

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

  • 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.

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

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

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

  • Keep records of goods dispatched or received.

  • Monitor or record locations of goods in transit.

  • Complete customs paperwork.

Technologies & Software

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