Welcome to DataSurface — where students, analysts, and aspiring engineers master data skills that shape the future. This video breaks down the complex world of data engineering into a simple, step-by-step roadmap. Learn the essential skills you need to become a successful analytics data engineer, focusing on the most in-demand tools: SQL, Snowflake, and DBT.
🎯 This video is for: aspiring data engineers, students, data analysts, and anyone looking for a clear path to start a career in data.
⏱️ Timestamps ⏱️
⌚ 01:14 - What is an Analytics Data Engineer?
⌚ 01:44 - The Analytics Engineering Workflow
⌚ 03:20 - Step 1: Master Data Fundamentals
⌚ 03:57 - Step 2: Learn SQL (The Core Skill)
⌚ 04:10 - Step 3: Learn Snowflake (Cloud Foundations)
⌚ 05:03 - Step 4: Get Hands-on with DBT
⌚ 05:22 - Step 5: Learn Deployment (Git & CI/CD)
⌚ 05:37 - Step 6: Putting It All Together
⌚ 05:58 - Top 3 Skills to Focus On
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#DataEngineering #DataEngineeringRoadmap #LearnSQL #Snowflake #dbt #AnalyticsEngineer #DataSurface #datasurface #data_surface #yejarla #Simplified Data Engineering Roadmap (SQL, Snowflake & DBT) #The ONE Simple Roadmap to Become a High‑Paid Data Engineer in 2026
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