data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
Last updated Jul 7, 2026
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Roadmap to becoming a data engineer in 2021
This roadmap aims to give a complete picture of the modern data engineering landscape and serve as a study guide for aspiring data engineers.
Note to beginners
Beginners shouldn’t feel overwhelmed by the vast number of tools and frameworks listed here. A typical data engineer would master a subset of these tools throughout several years depending on his/her company and career choices.
🔥 We just launched Data Stack Jobs — a clean and simple job site for Data Stack Engineers!
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Nice to have 😎
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Contributions are welcome 💜
Please raise an issue to discuss your suggestions or open a Pull Request to request improvements.
Reviewers 🔎
Huge thank you to @whydidithavetobebugs, @sawidis, @marclamberti and @mpyeager for reviewing this roadmap.
About us 👋🏼
datastack.tv is the learning platform for the modern data stack. We create concise screencast video tutorials for data engineers. Browse our courses here!
License 🗞
Copyright © 2021 Alexandra Abbas —
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