Description
You will design and build data pipelines for large-scale migrations from on-premises systems to Snowflake.
Responsibilities
- Design and build Talend pipelines to implement Type 2 Slowly Changing Dimensions (SCD) models in Snowflake.
- Analyze on-premises data sources including DB2, Oracle, and Hadoop for migration and integration.
- Develop data replication strategies using IBM Data Replicator and Qlik Replicate.
- Implement one-time migration processes for history and archives alongside CDC-based update pipelines.
- Perform data profiling, validation, and reconciliation to ensure integrity during migrations.
Required Skills
- 5+ years of experience in data engineering.
- Proficiency in Talend ETL development and Snowflake integration.
- Hands-on experience with IBM Data Replicator and Qlik Replicate.
- Strong knowledge of Snowflake architecture and Type 2 SCD modeling.
- Experience with DB2, Oracle, and Hadoop data sources.
- Understanding of Change Data Capture (CDC) and real-time replication patterns.
- Proficiency in SQL, Python, or Shell scripting for automation and transformations.
Preferred Skills
- Experience with Git, CI/CD pipelines, and data governance frameworks.
- Exposure to Kafka or other streaming platforms for data ingestion.