Data Analyst vs Data Engineer vs Data Scientist — What are the differences?

Christopher Chung
4 min readOct 23, 2023

That is right. It is time for us to delve into similarity and difference between the well-known data roles by having a closer look at different business expectations, responsibilities, skillset required and so on. This can potentially help to find our next job or identify which new expert your team needs. The following diagram explores the key differences…

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Christopher Chung

Data Engineering | Management | Governance | Strategy | Leadership | Culture https://topmate.io/chris_chung