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Automation Risk Analysis

Will “Relocation Coordinator” be Automated?

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AI Exposure Risk

57%

“Relocation Coordinator” 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%

“Relocation Coordinator” 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.

  • Verify proper packaging and labeling of exported goods.

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

  • Negotiate shipping rates with freight carriers.

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

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

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

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

  • Provide detailed port information to importers or exporters.

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

  • Assist clients in obtaining insurance reimbursements.

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

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

  • Arrange delivery or storage of goods at destinations.

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

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

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

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

  • Obtain or arrange cargo insurance.

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

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

  • Complete customs paperwork.

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

  • 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.

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

  • Monitor or record locations of goods in transit.

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

  • Keep records of goods dispatched or received.

  • Consider environmental sustainability factors when determining merchandise packing methods.

Technologies & Software

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