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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

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

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

  • Complete customs paperwork.

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

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

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

  • 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.

  • Arrange delivery or storage of goods at destinations.

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

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

  • Assist clients in obtaining insurance reimbursements.

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

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

  • Monitor or record locations of goods in transit.

  • Obtain or arrange cargo insurance.

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

  • Verify proper packaging and labeling of exported goods.

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

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

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

  • Keep records of goods dispatched or received.

  • Provide detailed port information to importers or exporters.

  • Negotiate shipping rates with freight carriers.

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

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

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

  • Prepare invoices or cost quotations for freight transportation.

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

Technologies & Software

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  • Star Tec Software Hercules Export
  • Order management software
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  • Qwen (Alibaba)
  • TMW Enterprise Transportation Management Systems
  • Arcline ArcFreight
  • Nova (Amazon)
  • Email software
  • Grok (xAI)
  • Napkin AI
  • Word processing software
  • Microsoft PowerPoint
  • Kewill Global Trade and Logistics
  • Package tracking software
  • Gemini for Workspace
  • Microsoft Copilot
  • Microsoft Word
  • ChatGPT (OpenAI)
  • Microsoft Office software
  • Kimi (Moonshot AI)
  • SAP software
  • QuestaWeb TradeMaster QW
  • UiPath (RPA + AI)
  • Perplexity AI
  • Zapier AI
  • Web browser software
  • Claude (Anthropic)
  • Mistral (Mistral AI)
  • Microsoft Outlook
  • Microsoft Excel
  • Riege Software International Procars
  • AESDirect
  • Laptop computers
  • Personal computers
  • Laser facsimile machines
  • Desktop computers
  • Multi-line telephone systems