Data Lake
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Explore more → **Data Lake**
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.
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.
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.
Data Lakehouse
Data Lakehouse is an architecture that combines the advantages of data lakes and data warehouses, representing a competing approach to data management.
Lake House
Lakehouse is an architecture that combines the advantages of data lakes and data warehouses, representing a competing approach to data management.
Lakehouse
Lakehouse is an architecture that combines the advantages of data lakes and data warehouses, representing a competing approach to data management.
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.
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.
Number of organizations that mention technology
7,568
Data Lake
7,413
Data Warehouse
676
Data Mart
880
Data Lakehouse
201
Lake House
887
Lakehouse
5,749
Data Warehousing
885
Data Marts
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Data Lake Complementary Technologies
Azure Data Factory
Azure Data Factory is an ETL service that can be used to ingest and transform data for a data lake.
Databricks
Databricks is a unified data analytics platform that is commonly used with data lakes for processing and analyzing large datasets.
Azure Synapse
Azure Synapse Analytics can be used to query and analyze data in a data lake, providing both serverless and dedicated resource options.
Number of organizations that mention technology
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Which job functions commonly mention Data Lake?
Data Architect
4.1% of all Data Architect jobs mention Data Lake
View 1.7k
jobs on Sumble
Data Engineer
2.4% of all Data Engineer jobs mention Data Lake
View 6.7k
jobs on Sumble
Data, Analytics & Machine Learning
0.3% of all Data, Analytics & Machine Learning jobs mention Data Lake
View 5.2k
jobs on Sumble
Software Engineer
0.3% of all Software Engineer jobs mention Data Lake
View 12.6k
jobs on Sumble
Engineer
0.1% of all Engineer jobs mention Data Lake
View 13.5k
jobs on Sumble
Which organizations are mentioning Data Lake?
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