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Outline the architecture for a market data platform that supports both real-time analytics and historical data analysis.

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Data Analyst
Marketer
General
System Design

Consider separating your architecture into ingestion, processing, storage, and serving layers with appropriate technologies for both real-time and batch processing needs.

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System Design question

System Design questions evaluate your ability to architect complex software solutions. Demonstrate your approach to requirements analysis, component design, scalability considerations, and how you make architectural trade-offs.

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