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Automation Risk Analysis

Will “Air Export Coordinator” be Automated?

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AI Exposure Risk

57%

“Air Export Coordinator” 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 Export Coordinator” 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

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

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

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

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

  • Complete customs paperwork.

  • Obtain or arrange cargo insurance.

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

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

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

  • Negotiate shipping rates with freight carriers.

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

  • Verify proper packaging and labeling of exported goods.

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

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

  • Provide detailed port information to importers or exporters.

  • Monitor or record locations of goods in transit.

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

  • Arrange delivery or storage of goods at destinations.

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

  • Assist clients in obtaining insurance reimbursements.

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

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

  • Keep records of goods dispatched or received.

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

  • 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.

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

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

  • Prepare invoices or cost quotations for freight transportation.

  • 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.

  • Consider environmental sustainability factors when determining merchandise packing methods.

Technologies & Software

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