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

Meta

Instacart

Agoda

DeliveryHero

Drive.ai

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.

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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..

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

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