There is no such thing as a “do it all data scientist”. Instead data scientists have very specialized skill-sets and strengths that suit the needs of their employers.

Here is a great article written by Jeremie Harris that talks about five types of data scientists job descriptions and the requirements needed in order to succeed in those fields.

  • Data engineer

  • Data analyst

  • Data scientist

  • Machine learning engineer

  • Machine learning researcher


Read more here

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