Dev tools · alternatives · 2026
24 alternatives to Modern Data Engineer Roadmap
Roadmap to becoming a data engineer in 2020
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Modern Data Engineer Roadmap launched in 2020; newer entries below may have overtaken it.
- 1
Hi HN! I'm currently a Master's student at USTC (University of Science and Technology of China). I've been diving deep into Data Engineering, especially in the context of Large Language Models (LLMs). The Problem: I found that learning resources for modern data engineering are often fragmented and scattered across hundreds of medium articles or disjointed tutorials. It's hard to piece everything together into a coherent system. The Solution: I decided to open-source my learning notes and build them into a structured book. My goal is to help developers fast-track their learning curve. Key…
Feb 2026 · github.com · its alternatives →
- 2DE
2020 · awesomedataengineering.com · its alternatives →
- 3
One platform for all things about the modern data stack
2021 · moderndatastack.xyz · its alternatives →
- 4
The most comprehensive free guide for becoming an AI Engineer in 2024 - zckly/ai-engineer-roadmap
2024 · github.com · its alternatives →
- 5
The #1 source for data engineering jobs
2024 · dataengineerjobs.com · its alternatives →
- 6
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Roadmap 2.0▲349Product management tools for innovative teams
2017 · roadmap.space · its alternatives →
- 8
2021 full stack developer roadmap with 300+ resources
2021 · mdjunaidap.gumroad.com · its alternatives →
- 9
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Data Science Roadmap with Study Resources
2025 · datascientistsdiary.com · its alternatives →
- 11
- 12WW
Restructure your knowledge of the complex data analytics landscape, and learn how to build scalable analytics & BI stacks in the modern cloud era
2020 · holistics.io · its alternatives →
- 13
Digging deep into the data engineering talent shortage
2016 · stitchdata.com · its alternatives →
- 14IM
2017 · xyz.insightdataengineering.com · its alternatives →
- 15
Step by step guide to becoming a modern backend developer in 2026
2020 · roadmap.sh · its alternatives →
- 16
This is the best time in history to build digital products🚀
2021 · productschool.com · its alternatives →
- 17
All of your product and engineering work in one place
2023 · shortcut.com · its alternatives →
- 18
Latest trends on database tech, tools, and industry data.
2022 · stateofdb.com · its alternatives →
- 19
Mozart Data▲112The easiest way for teams to build a Modern Data Stack
2021 · mozartdata.com · its alternatives →
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- 21
Data engineering project for beginners, using AWS Redshift, Apache Spark in AWS EMR, Postgres and orchestrated by Apache Airflow.
2020 · startdataengineering.com · its alternatives →
- 22
Expert-crafted career assets to speed up your job search
2023 · roadmap.net · its alternatives →
- 23
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Front-End Developer RoadMap for 2021
2021 · decipherzone.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →