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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

  • 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.

  • 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.

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

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

  • Assist clients in obtaining insurance reimbursements.

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

  • Verify proper packaging and labeling of exported goods.

  • Arrange delivery or storage of goods at destinations.

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

  • 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.

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

  • Prepare invoices or cost quotations for freight transportation.

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

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

  • Provide detailed port information to importers or exporters.

  • Negotiate shipping rates with freight carriers.

  • Keep records of goods dispatched or received.

  • Monitor or record locations of goods in transit.

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

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

  • Obtain or arrange cargo insurance.

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

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

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

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

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

  • Complete customs paperwork.

  • Consider environmental sustainability factors when determining merchandise packing methods.

Technologies & Software

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