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Automation Risk Analysis

Will “Air Export Clerk” be Automated?

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AI Exposure Risk

57%

“Air Export Clerk” 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 Clerk” 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

  • Assist clients in obtaining insurance reimbursements.

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

  • Prepare invoices or cost quotations for freight transportation.

  • Obtain or arrange cargo insurance.

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

  • Negotiate shipping rates with freight carriers.

  • 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.

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

  • Keep records of goods dispatched or received.

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

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

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

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

  • Verify proper packaging and labeling of exported goods.

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

  • Monitor or record locations of goods in transit.

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

  • 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.

  • Complete customs paperwork.

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

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

  • Arrange delivery or storage of goods at destinations.

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

  • Provide detailed port information to importers or exporters.

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

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

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

Technologies & Software

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