Both career paths offer robust growth, but data engineering is increasingly critical due to the explosion of big data and cloud computing. Analysts can advance into roles like data scientists, business analysts, or analytics managers, while data engineers can progress toward data architect or machine learning engineer positions. Women should consider which growth trajectory aligns best with their aspirations and work-life priorities.
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