Implement data pipelines and to monitor, troubleshoot, and optimize cost and performance issues in accordance with best practices

Ingest and transform data, and orchestrate data pipelines while applying programming concepts

Choose an optimal data store, design data models, catalog data schemas, and manage data lifecycles

Operationalize, maintain, and monitor data pipelines

Analyze data and ensure data quality

Implement appropriate authentication, authorization, data encryption, privacy, and governance

Enable logging