Data Science Skills and the Improbable Unicorn

The role of data and analytics in business continues to grow. To make sense of their plethora of data, businesses are looking to data scientists for help. Job site,, shows a continued growth in “data scientist” positions. To better understand the field of data science, we studied hundreds of data professionals.In that study, we found that data scientists are not created equal. That is, data professionals differ with respect to the skills they possess. For example, some professionals are proficient in statistical and mathematical skills while others are proficient in computer science skills. Still others have a strong business acumen. In the current analysis, I want to determine the breadth of talent that data professionals possess to better understand the possibility of finding a single data scientist who is skilled in all areas. First, let’s…

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