equivalent certification. 10 years of extensive experience in data migration, integration, and ETL processes technologies Proficiency in SQL and MS Studio Experience with both SQL and NoSQL data storage Familiarity Snowflake, Databricks, or Apache Spark Hands-on experience with cloud-based data platforms (AWS, GCP, Azure) security regulations Strong understanding and experience of API integrations