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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

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

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

  • Obtain or arrange cargo insurance.

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

  • Arrange delivery or storage of goods at destinations.

  • Keep records of goods dispatched or received.

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

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

  • Provide detailed port information to importers or exporters.

  • 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.

  • Monitor or record locations of goods in transit.

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

  • Assist clients in obtaining insurance reimbursements.

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

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

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

  • Complete customs paperwork.

  • 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.

  • Verify proper packaging and labeling of exported goods.

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

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

  • Negotiate shipping rates with freight carriers.

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

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

  • Prepare invoices or cost quotations for freight transportation.

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

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

Technologies & Software

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