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When I see "Advanced proficiency in SQL, DBT, and Python" on a resume, I am probing for three distinct archetypes in one person: The Data Analyst (SQL), The Software Engineer (Python), and The Analyti...

Storage & Data Lake (S3, Glue, Athena) 1. How would you design a scalable and cost-effective data lake architecture on AWS using S3, Glue, and Athena? The "Senior" Perspective: I'm not just looking fo...

Audience: Engineers with AWS architecture, API/microservices, and basic AI/ML backgroundLevel: Beginner → Advanced | Current as of: June 2026 How to use this guide: read Sections 1–5 once for depth, d...

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