Administer and manage the AWS Data Lake infrastructure, ensuring high availability, security, and performance.
Configure and manage AWS S3, Lake Formation, and Glue Data Catalog to organize, secure, and catalog data within the data lake.
Set up and manage Redshift Spectrum for querying and analyzing data stored in S3 using SQL and Redshift.
Implement and manage data ingestion pipelines to ingest structured and unstructured data from various sources into the data lake using AWS services like Glue ETL, Lambda, and other orchestration tools.
Define and enforce data governance policies, access control, and security measures using AWS Lake Formation, ensuring compliance with organizational and regulatory requirements.
Optimize data storage in S3 through partitioning, compression, and appropriate data formats like Parquet, Avro, or ORC to improve query performance.
Monitor and manage the Glue Catalog for maintaining metadata, table definitions, and data lineage within the data lake.