System Design

Propose a high-level design for a data lake that supports data ingestion from various sources and formats.

Software EngineerEngineering ManagerTechnical Program ManagerMachine Learning Engineer

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Behavioral
  • How would you approach designing a data lake that balances data accessibility with governance and compliance?
  • Propose a high-level design for a data lake that supports data ingestion from various sources and formats.
  • What are the key considerations when designing a highly available and secure distributed data lake?
  • How would you architect a scalable data lake that can store and process petabytes of structured and unstructured data?
  • Design a system to manage a distributed data lake.
  • Build a data lake management system for distributed infrastructures.
  • Design a system for managing a distributed data lake infrastructure.
  • Design a system for managing a distributed data lake.

Interview question asked to Machine Learning Engineers, Engineering Managers, Software Engineers and other roles interviewing at Salesforce, Zalando, Bol.com and others: Propose a high-level design for a data lake that supports data ingestion from various sources and formats..