Tools

Traditional Solutions

• SQL Server
• Oracle
• PostgreSQL
• IBM DB2
• Teradata
• Informatica
• SAP HANA

Cloud Solutions

• Databricks
• Snowflake
• Microsoft Fabric
• Google BigQuery
• Amazon Redshift

ETL/ELT Tools

• Talend
• Apache NiFi
• Fivetran
• Apache Airflow (orchestrator)

Data Integration and Data Prep

• Alteryx
• Trifacta
• dbt (data build tool)

BI and Analytics Tools

• Tableau
• QlikView
• Power BI
• Looker

Data Lakes

• AWS Lake Formation
• Azure Data Lake
• Google Cloud Storage
• Apache Hadoop (HDFS)

Data Cataloging and Governance

• Unity Catalog
• Apache Atlas
• Collibra
• Alation
• Informatica Data Catalog

Big Data Technologies

• Apache Spark
• Apache Hive
• Apache Impala
• Apache HBase
• Presto