2 Familiarity with data warehousing technologies such as Snowflake, Redshift, or BigQuery 3 Knowledge of data modeling and database design 4 Familiarity with cloud platforms such as AWS, Azure, or Google Cloud Platform 5 Proficiency in programming languages such as Python, Java, or Scala to develop and maintain data pipelines, ETL processes, and data models.