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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

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Negotiate shipping rates with freight carriers.

  • Monitor or record locations of goods in transit.

  • Obtain or arrange cargo insurance.

  • Keep records of goods dispatched or received.

  • 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.

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

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

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

  • Verify proper packaging and labeling of exported goods.

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

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

  • Complete customs paperwork.

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

  • Provide detailed port information to importers or exporters.

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

  • Arrange delivery or storage of goods at destinations.

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

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

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

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

  • Prepare invoices or cost quotations for freight transportation.

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

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

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

  • Assist clients in obtaining insurance reimbursements.

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

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

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

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

Technologies & Software

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