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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

  • Prepare invoices or cost quotations for freight transportation.

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

  • 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.

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

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

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

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

  • Arrange delivery or storage of goods at destinations.

  • Monitor or record locations of goods in transit.

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

  • Keep records of goods dispatched or received.

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

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

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

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

  • Negotiate shipping rates with freight carriers.

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

  • Provide detailed port information to importers or exporters.

  • Verify proper packaging and labeling of exported goods.

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

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

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

  • Assist clients in obtaining insurance reimbursements.

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

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

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

  • Obtain or arrange cargo insurance.

  • Complete customs paperwork.

Technologies & Software

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