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Automation Risk Analysis

Will “Air Freight Forwarder” be Automated?

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AI Exposure Risk

57%

“Air 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%

“Air 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

  • 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.

  • Prepare invoices or cost quotations for freight transportation.

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

  • 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.

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

  • Negotiate shipping rates with freight carriers.

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

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

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

  • Assist clients in obtaining insurance reimbursements.

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

  • Obtain or arrange cargo insurance.

  • 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.

  • Monitor or record locations of goods in transit.

  • Verify proper packaging and labeling of exported goods.

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

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

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

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

  • Recommend shipping solutions to minimize cost or environmental impacts.

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

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

  • Complete customs paperwork.

  • Provide detailed port information to importers or exporters.

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

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

  • Arrange delivery or storage of goods at destinations.

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

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