Data Lake Insights

What is Data Lake?

A data lake is a centralized repository that allows you to store all your structured, semi-structured, and unstructured data at any scale. You can store your data as-is, without having to first structure it, and run different types of analytics—from dashboards and visualizations to big data processing, real-time analytics, and machine learning to guide better decisions.

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What other technologies are related to Data Lake?

Data Lake Competitor Technologies

Data Warehouse

Data warehouses and data lakes are alternative approaches to data storage and analysis. Data warehouses use a schema-on-write approach with structured data, while data lakes use a schema-on-read approach and can handle structured, semi-structured, and unstructured data.

mentioned alongside Data Lake in 22% (4.6k) of relevant job posts

Data Mart

Data marts are smaller, focused data warehouses, and like data warehouses, they are often used as an alternative to data lakes for specific analytical needs.

mentioned alongside Data Lake in 37% (498) of relevant job posts

Data Lakehouse

Data Lakehouse is an architecture that combines the advantages of data lakes and data warehouses, representing a competing approach to data management.

mentioned alongside Data Lake in 29% (562) of relevant job posts

Lake House

Lakehouse is an architecture that combines the advantages of data lakes and data warehouses, representing a competing approach to data management.

mentioned alongside Data Lake in 60% (229) of relevant job posts

Lakehouse

Lakehouse is an architecture that combines the advantages of data lakes and data warehouses, representing a competing approach to data management.

mentioned alongside Data Lake in 24% (509) of relevant job posts

Data Warehousing

Data warehousing is an alternative approach to data storage and analysis. Data warehouses use a schema-on-write approach with structured data, while data lakes use a schema-on-read approach and can handle structured, semi-structured, and unstructured data.

mentioned alongside Data Lake in 7% (1.2k) of relevant job posts

Data Marts

Data marts are smaller, focused data warehouses, and like data warehouses, they are often used as an alternative to data lakes for specific analytical needs.

mentioned alongside Data Lake in 19% (294) of relevant job posts