Data Engineering VS Data Scientist

What are your thoughts about these 2 shining roles in the current market?

I was suggested that DS without any full stack exp will basically reduce into Business Analyst and sorts

DE is basically Software Engineering in the realm of Data and it requires more tools than knowledge in maths and stats,

Now Im confused on what to focus on as the work done by both these roles are quite different but related they are in the form of a queue.

Let me know your ideas , and do suggest any good roadmaps for DE

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