White Papers

The Evolving Role of the Data Engineer

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Table of Contents Foreword. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . v The Evolving Role of the Data Engineer. . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 Data Engineering Today 4 Structuring Data 17 Choosing the Right Data Processing Engine 36 Development Best Practices 42 Orchestration 46 Conclusion 50 Appendix. Best Practices for Managing Resources. . . . . . . . . . . . . . . . . . 53 iii

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