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Automation Risk Analysis

Will “Transportation Clerk” be Automated?

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AI Exposure Risk

57%

“Transportation 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%

“Transportation 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

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

  • Verify proper packaging and labeling of exported goods.

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

  • Complete customs paperwork.

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

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

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

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

  • Monitor or record locations of goods in transit.

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

  • 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.

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

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

  • Negotiate shipping rates with freight carriers.

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

  • Obtain or arrange cargo insurance.

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

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

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

  • Arrange delivery or storage of goods at destinations.

  • Assist clients in obtaining insurance reimbursements.

  • 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.

  • Provide detailed port information to importers or exporters.

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

  • Keep records of goods dispatched or received.

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

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

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

Technologies & Software

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