Strong understanding of data warehouse methodologies and concepts, including star schemas, snowflakes, ETL processes, dimensional modeling, and BI reporting tools, Hands-on experience building large-scale data pipelines using tools such as Apache Airflow, Azure Data Factory, or other equivalent technology, Experience with the Power BI & Power Platform suite of Business Intelligence tools, Strong understanding of the Snowflake cloud data platform, Hands-on experience with the Microsoft suite of Business Intelligence tools including Power BI, Hands-on experience with NoSQL technologies such as Cassandra, CouchDB, MongoDB. Hands-on experience with big data solutions such as Databricks or Apache Spark, HBase and/or Hadoop eco-system (MapReduce, Pig, Hive, Sqoop) including data collection, storage, transformation, and analysis, Snowflake and/or other data related certifications.