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Automation Risk Analysis

Will “Transportation Broker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #696 of 702. Estimated risk: 99.0%

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AI Exposure Risk

51%

“Transportation Broker” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

41%

“Transportation Broker” 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 41% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Cargo and Freight Agents, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Expedite and route movement of incoming and outgoing cargo and freight shipments in airline, train, and trucking terminals and shipping docks. Take orders from customers and arrange pickup of freight and cargo for delivery to loading platform. Prepare and examine bills of lading to determine shipping charges and tariffs.

Avg. Annual Salary $55,420
Avg. Hourly Wage $26.64
Available Jobs (US) 97,800
Job Title & Hierarchy Code (SOC) Cargo and Freight Agents #43-5011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Cargo and Freight Agents”

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Core Skills & Abilities

  • Inspect and count items received and check them against invoices or other documents, recording shortages and rejecting damaged goods.

  • Prepare manifests showing numbers of airplane passengers and baggage, mail, and freight weights, transmitting data to destinations.

  • Enter shipping information into a computer by hand or by a hand-held scanner that reads bar codes on goods.

  • Attach address labels, identification codes, and shipping instructions to containers.

  • Direct or participate in cargo loading to ensure completeness of load and even distribution of weight.

  • Track delivery progress of shipments.

  • Notify consignees, passengers, or customers of freight or baggage arrival and arrange for delivery.

  • Estimate freight or postal rates and record shipment costs and weights.

  • Open cargo containers and unwrap contents, using steel cutters, crowbars, or other hand tools.

  • Pack goods for shipping, using tools such as staplers, strapping machines, and hammers.

  • Contact vendors or claims adjustment departments to resolve shipment problems or contact service depots to arrange for repairs.

  • Advise clients on transportation and payment methods.

  • Keep records of all goods shipped, received, and stored.

  • Retrieve stored items and trace lost shipments as necessary.

  • Direct delivery trucks to shipping doors or designated marshaling areas and help load and unload goods safely.

  • Coordinate and supervise activities of workers engaged in packing and shipping merchandise.

  • Assemble containers and crates used to transport items, such as machines or vehicles.

  • Check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group.

  • Install straps, braces, and padding to loads to prevent shifting or damage during shipment.

  • Arrange insurance coverage for goods.

  • Maintain a supply of packing materials.

  • Route received goods to first available flight or to appropriate storage areas or departments, using forklifts, hand trucks, or other equipment.

  • Negotiate and arrange transport of goods with shipping or freight companies.

  • Determine method of shipment and prepare bills of lading, invoices, and other shipping documents.

Technologies & Software

  • Perplexity AI
  • Notion AI
  • Operating system software
  • Transportation management software
  • Microsoft Outlook
  • Web browser software
  • Microsoft Word
  • UiPath (RPA + AI)
  • Claude (Anthropic)
  • Kimi (Moonshot AI)
  • Microsoft Office software
  • Microsoft OneNote
  • Llama (Meta)
  • Database software
  • Gemini for Workspace
  • Napkin AI
  • Word processing software
  • DeepSeek
  • Transportation management system TMS software
  • Web-based dispatch software
  • Otter.ai
  • Zapier AI
  • Brokerage software
  • SAP software
  • Grok (xAI)
  • Qwen (Alibaba)
  • Posting software
  • Email software
  • Spreadsheet software
  • Microsoft Excel
  • ChatGPT (OpenAI)
  • Nova (Amazon)
  • Mistral (Mistral AI)
  • Corel WordPerfect Office Suite
  • Grammarly AI
  • Microsoft Copilot
  • Microsoft PowerPoint
  • Gemini (Google)
  • Two way radios
  • Wheel chocks
  • Hammers
  • Straight trucks
  • Forklifts
  • Radio frequency identification RFID scanners
  • Tow tractors
  • Crow bars
  • Desktop computers
  • Strapping machines
  • Steel cutters
  • Staple guns
  • Hand trucks
  • Mobile air-conditioning units
  • Laser printers
  • Laser facsimile machines
  • Electrical power unit