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Automation Risk Analysis

Will “Route Specialist” be Automated?

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AI Exposure Risk

57%

“Route Specialist” 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%

“Route Specialist” 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

  • Keep records of goods dispatched or received.

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

  • Complete customs paperwork.

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

  • Recommend shipping solutions to minimize cost or environmental impacts.

  • Verify proper packaging and labeling of exported goods.

  • Arrange delivery or storage of goods at destinations.

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

  • Consider environmental sustainability factors when determining merchandise packing methods.

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

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

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

  • Prepare invoices or cost quotations for freight transportation.

  • 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.

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

  • Assist clients in obtaining insurance reimbursements.

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

  • Obtain or arrange cargo insurance.

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

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

  • Provide detailed port information to importers or exporters.

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

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

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

  • Negotiate shipping rates with freight carriers.

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

  • Monitor or record locations of goods in transit.

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

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

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

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