There are several distinctions in the pool of data scientists available for their expertise which separate them one another. A vertical data scientist relies on their specialization, which is having very deep knowledge in some narrow field. These comprise of individuals like computer scientists who are familiar with computational complexity of the various sorting algorithms, or statisticians with deep financial insight.Horizontal data scientists are a blend of business analysts, statisticians, computer and software engineers, and domain experts.
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