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Automation Risk Analysis

Will “Transportation Technician (Transportation Tech)” be Automated?

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AI Exposure Risk

57%

“Transportation Technician (Transportation Tech)” 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 Technician (Transportation Tech)” 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

  • Keep records of goods dispatched or received.

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

  • Assist clients in obtaining insurance reimbursements.

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

  • Negotiate shipping rates with freight carriers.

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

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

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

  • Obtain or arrange cargo insurance.

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

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

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

  • Provide detailed port information to importers or exporters.

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

  • Verify proper packaging and labeling of exported goods.

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

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

  • Arrange delivery or storage of goods at destinations.

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Monitor or record locations of goods in transit.

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

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

  • 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.

  • Complete customs paperwork.

  • Prepare invoices or cost quotations for freight transportation.

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

  • 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.

Technologies & Software

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