10x Data Engineer Roadmap: Five Steps Unlock your potential as a data engineer and become the MVP who makes AI work at your company! This video covers the five essential steps to becoming a 10x data engineer. Each chapter is a key step in the roadmap. Affiliate Resources (Books) Resources discussed in the video: Designing Data-Intensive Applications — Martin Kleppmann Fundamentals of Data Engineering — Joe Reis, Matt Housley Data Governance — John Ladley Storytelling With Data — Cole Nussbaumer Knaflic Always good to have for any DE: The Data Warehouse Toolkit — Ralph Kimball, Margy Ross SQL Performance Explained — Markus Winand The Pragmatic Programmer — Andrew Hunt, David Thomas Resources (Udemy courses to pair with your reading) • The Complete SQL Bootcamp: Go from Zero to Hero — Jose Portilla • Taming Big Data with Apache Spark 4 and Python - Hands On! • The Complete Hands-On Introduction to Apache Airflow 3 — Marc Lamberti Chapters: 00:00 - Introduction 00:30 - Step 1: Own the Data Ingestion Pipeline 01:50 - Step 2: Architect Smart Storage 03:30 - Step 3: Master Feature Engineering 05:10 - Step 4: Champion Governance and Ethics 07:00 - Step 5: Align Pipelines with Business Outcomes 09:40 - Conclusion