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Automation Risk Analysis

Will “Freight Flow Manager” be Automated?

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AI Exposure Risk

57%

“Freight Flow Manager” 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 Flow Manager” 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

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

  • 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.

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

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

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

  • Keep records of goods dispatched or received.

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

  • Verify proper packaging and labeling of exported goods.

  • Prepare invoices or cost quotations for freight transportation.

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

  • Monitor or record locations of goods in transit.

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

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

  • Negotiate shipping rates with freight carriers.

  • 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.

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

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

  • Complete customs paperwork.

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

  • Provide detailed port information to importers or exporters.

  • 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.

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

  • Arrange delivery or storage of goods at destinations.

  • Assist clients in obtaining insurance reimbursements.

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

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