Job Description Must-Have Skills & Qualifications Strong hands‑on experience with Databricks and Apache Spark (PySpark/Scala). Experience in SQL and data transformation techniques. Knowledge of ETL tools and data pipeline development. Experience working with cloud platforms (Azure/AWS/GCP). Strong Azure cloud background Understanding of data warehousing concepts. Strong problem‑solving and analytical skills. Hands on Experience with Azure Databricks or Delta Lake, in building ETLPipelines: batch (autoloader) and Spark structured streaming Knowledge of data modelling and performance tuning in Spark. Exposure to CI/CD pipelines and DevOps practices. Familiarity with data governance and security practices. Strong hands‑on working experience of Unity catalog: Hands on exposure to Creating end to end environments : creating catalogs,schemas, tables . materialized views, functions, volumes Experience in building SCD 1 and SCD2 (slowly changing dimensions ) ondimension tables Experience in building CDC (change data capture pipelines) Strong hands‑on experience with Lakehouse federation , creating foreigncatalogs to get data from external sources Strong understanding of Databricks partitioning , Liquid clustering Kumaran Systems is an Equal Opportunity Employer and does not discriminate on the basis of race or ethnicity, religion, sex, national origin, age, veteran disability or genetic information or any other reason prohibited by law in employment. #J-18808-Ljbffr