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Automation Risk Analysis

Will “International Freight Forwarder” be Automated?

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AI Exposure Risk

57%

“International Freight Forwarder” 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%

“International Freight Forwarder” 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

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

  • Monitor or record locations of goods in transit.

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

  • Provide detailed port information to importers or exporters.

  • Negotiate shipping rates with freight carriers.

  • Keep records of goods dispatched or received.

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

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

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

  • 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.

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

  • Complete customs paperwork.

  • Arrange delivery or storage of goods at destinations.

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • 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.

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

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

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

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

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

  • 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.

  • Obtain or arrange cargo insurance.

  • Assist clients in obtaining insurance reimbursements.

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

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

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

  • Prepare invoices or cost quotations for freight transportation.

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

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