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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

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

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

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

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

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Negotiate shipping rates with freight carriers.

  • Obtain or arrange cargo insurance.

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

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

  • 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.

  • Prepare invoices or cost quotations for freight transportation.

  • Verify proper packaging and labeling of exported goods.

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

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

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

  • Monitor or record locations of goods in transit.

  • Provide detailed port information to importers or exporters.

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

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

  • Arrange delivery or storage of goods at destinations.

  • Keep records of goods dispatched or received.

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

  • Complete customs paperwork.

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

  • Assist clients in obtaining insurance reimbursements.

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

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

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

Technologies & Software

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