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Data Analyst vs Data Engineer vs Data Scientist — Which Path Is Right for You in 2025? The data world is exploding with opportunities — but each role leads to a different journey 👇 🔹 Data Analyst: Turns raw data into business insights using SQL, Excel & BI tools.� 📈 Career Path: Analyst → Senior Analyst → Analytics Manager 🔹 Data Engineer: Builds & maintains data pipelines, warehouses & cloud systems.� ⚙️ Career Path: Data Engineer → Senior Engineer → Data Architect 🔹 Data Scientist: Uses M

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Data Scientist vs Data Analyst vs Data Engineer | Simplilearn

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Data Scientist vs Data Analyst vs Data Engineer - Role, Skills, & More

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Data Engineer vs. Data Analyst: Salary, Skills, & Background

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Data Analyst vs. Data Engineer: A Full Comparison

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