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Model a small business
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Data Engineer Roadmap
Build the pipelines and platforms that move, store and prepare data for analysis and AI.
- 6 stages
- 24 topics
- 6 project ideas
Reviewed by Kamerlink Admin, KamerLink reviewer · 12 Nov 2026. Re-checked by 12 Nov 2027.
The roadmap
Main topic Recommended Alternative option Optional · order flexibleTap a topic to read about it and see free resources.
Data Engineer
1FoundationsBeginner
2Databases and data modellingBeginner
You have reached the end of the beginner stages. Prove what you learned with a project.
3Data pipelinesIntermediate
4Cloud data platformsIntermediate
You have reached the end of the intermediate stages. Prove what you learned with a project.
5Big data and streamingAdvanced
6Running data platformsAdvanced
You have reached the end of the advanced stages. Prove what you learned with a project.
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