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Automation Risk Analysis

Will “Air Cargo Agent” be Automated?

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AI Exposure Risk

57%

“Air 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%

“Air 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

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

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

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

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

  • Verify proper packaging and labeling of exported goods.

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

  • Monitor or record locations of goods in transit.

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

  • 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.

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

  • Obtain or arrange cargo insurance.

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

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

  • Provide detailed port information to importers or exporters.

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Complete customs paperwork.

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

  • Arrange delivery or storage of goods at destinations.

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

  • 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.

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

  • Assist clients in obtaining insurance reimbursements.

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

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

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

  • Keep records of goods dispatched or received.

  • Prepare invoices or cost quotations for freight transportation.

  • Negotiate shipping rates with freight carriers.

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

Technologies & Software

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