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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

  • 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.

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

  • Verify proper packaging and labeling of exported goods.

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

  • Keep records of goods dispatched or received.

  • Arrange delivery or storage of goods at destinations.

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

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

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

  • Negotiate shipping rates with freight carriers.

  • 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.

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

  • Prepare invoices or cost quotations for freight transportation.

  • Provide detailed port information to importers or exporters.

  • Obtain or arrange cargo insurance.

  • Complete customs paperwork.

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Assist clients in obtaining insurance reimbursements.

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

  • 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.

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

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

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

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

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

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

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

  • Monitor or record locations of goods in transit.

Technologies & Software

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