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Automation Risk Analysis

Will “Freight Operations Supervisor” be Automated?

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AI Exposure Risk

57%

“Freight Operations Supervisor” 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 Operations Supervisor” 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

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

  • Obtain or arrange cargo insurance.

  • Negotiate shipping rates with freight carriers.

  • 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.

  • Keep records of goods dispatched or received.

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

  • Prepare invoices or cost quotations for freight transportation.

  • Assist clients in obtaining insurance reimbursements.

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

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

  • Arrange delivery or storage of goods at destinations.

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

  • Monitor or record locations of goods in transit.

  • Complete customs paperwork.

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

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

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • 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.

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

  • Provide detailed port information to importers or exporters.

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

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

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

  • Verify proper packaging and labeling of exported goods.

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

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

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

Technologies & Software

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