Strong AWS or Azure expertise, preferably with RDS, EKS, and Glue, or Databricks or Snowflake
Ability to design and implement Change Data Capture (CDC) mechanisms or similar
Hands-on experience with real-time data synchronization.
Hands-on experience with streaming and batch data processing pipelines using tools like: AWS Glue, Apache Kafka, Spark, Kinesis or similar Azure tools or other similar tools
Solid understanding of relational data modeling, ensuring data integrity and consistency during migrations.
Some programming skills in Python, Scala, or Java for data pipeline development.
Ability to design, build, and monitor resilient data pipelines ensuring minimal downtime and data loss.
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