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Adding "data observability" as part of "monitoring" section for modern data engineering stack; listed solutions in the space.
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Modern Data Engineer Roadmap 2021

Roadmap to becoming a data engineer in 2021

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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!

Text version for visually impaired users

Data Engineer Roadmap

Nice to have 😎

Text version for visually impaired users

Data Engineer Roadmap Extras

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 — hello@datastack.tv