Whether one wants to be a big data scientist or a big data engineer, it is a choice that the incumbent would have to make. It is almost like choosing something from a single tray, and that tray belongs to the field of Big Data. No matter what the choice is, when we are speaking of the internet of things or the applications which are prepared in it, data scientists will be the professionals who would be at the forefront, either taking the compliments for being able to extract insights or taking the criticism for not being able to carry out complex tasks.
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