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dbutils PySpark Data Manipulation Delta Maintenance Delta Optimization Unity Catalog Admin Soda Core PySpark Config

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Junior Engineer Mid-Level Engineer

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Lakehouse Fundamentals Data Engineer Associate Data Engineer Professional Spark Developer (PySpark)

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Delta Lake Optimization DLT Streaming Pipeline PySpark Zenith Associate Cert Prep

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dbutils PySpark Data Manipulation Delta Maintenance Delta Optimization Unity Catalog Admin Soda Core PySpark Config

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Associate Developer for Apache Spark (PySpark)

Build strong Spark application fundamentals: core APIs, structured streaming, performance, and monitoring.

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