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Automation Risk Analysis

Will “Freight Specialist” be Automated?

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AI Exposure Risk

57%

“Freight Specialist” 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%

“Freight Specialist” 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 or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs.

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

  • Prepare invoices or cost quotations for freight transportation.

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

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

  • Obtain or arrange cargo insurance.

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

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

  • Arrange delivery or storage of goods at destinations.

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

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

  • 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.

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

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Complete customs paperwork.

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

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

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

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

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

  • Negotiate shipping rates with freight carriers.

  • Assist clients in obtaining insurance reimbursements.

  • Provide detailed port information to importers or exporters.

  • Verify proper packaging and labeling of exported goods.

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

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

  • Keep records of goods dispatched or received.

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

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

Technologies & Software

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  • RedBerry Logistics
  • Microsoft Copilot
  • Oracle JD Edwards EnterpriseOne
  • Star Tec Software Hercules Export
  • Perplexity AI
  • Word processing software
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  • Notion AI
  • Kewill Global Trade and Logistics
  • Gemini for Workspace
  • Mistral (Mistral AI)
  • Gemini (Google)
  • Microsoft Word
  • SAP software
  • DeepSeek
  • QuestaWeb TradeMaster QW
  • Nova (Amazon)
  • Napkin AI
  • UiPath (RPA + AI)
  • ChatGPT (OpenAI)
  • Grok (xAI)
  • Arcline ArcFreight
  • Claude (Anthropic)
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  • Riege Software International Procars
  • Llama (Meta)
  • Web browser software
  • Tailwind Management Systems Tailwind
  • Kimi (Moonshot AI)
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  • Grammarly AI
  • Otter.ai
  • Microsoft Outlook
  • Order management software
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  • Laptop computers