Bharat Kumar

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No Bullshit Roadmap! (For freshers)
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Digital Product

Looking to level up your Data Engineering skills with a clear, actionable plan?

My No Bullshit Roadmap is designed to give you a no-fluff, step-by-step guide on exactly what you need to learn and master at your current career stage. It’s a single PDF that cuts through the noise and tells you exactly which tech, frameworks, tools, and concepts to focus on to advance in your career.


For Freshers (0–3 years of Data Engineering experience):

Starting out in data engineering can be overwhelming with so many technologies to choose from. This roadmap will help you cut through the clutter, showing you exactly what foundational skills and tools you need to get started and build a strong base. From SQL, Python, and basic ETL processes to learning key platforms like AWS and GCP, this roadmap will guide you through the essential concepts and frameworks to kickstart your career in data engineering.


Whether you’re just starting out or aiming to deepen your expertise, I’ve also curated a Top Resources Toolkit to help you access the best resources in the field. Check it out here.


Not a fresher? If you fall outside the 0–3 years experience range in Data Engineering, check out my other roadmaps tailored for Mid-Level Engineers (3–8 years) and Senior Engineers (8–15 years). These are specifically designed to help professionals at different career stages take their skills to the next level.

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