1. Apache Spark Expertise in distributed data processing, Spark SQL, and performance tuning.
2. Airflow / Workflow Orchestration Ability to design and manage complex ETL pipelines with dependency handling.
3. BigQuery, SQL & PostGres Strong querying skills and experience with large-scale data analytics.
4. Python Proficient in writing ETL scripts, data validation, and automation.
5. Linux & Git Comfortable with command-line tools and version control for data workflows.
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