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Databricks Data Engineer Associate vs Professional: Key Differences Compared

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Databricks offers two data engineering certifications, Associate and Professional, which share a USD 200 fee, multiple-choice format, and two-year validity. The Associate exam has 45 questions over 90 minutes and covers foundational platform skills such as ingestion, PySpark-based ETL, Lakeflow Jobs, CI/CD, and governance. The Professional exam is longer, with 60 questions over 120 minutes, and tests advanced production-grade pipeline design, streaming, orchestration, and debugging in Python and SQL. Databricks recommends six months of hands-on experience for the Associate exam and one year for the Professional exam, though its certification pages word this more loosely. The article suggests which certification a candidate should consider taking first based on these differences.

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