A data scientist’s job might seem too generic - but in reality, there are different kinds of data scientists in the workplace. Not every data scientist works in a similar way or scale. Here is a guide for you to check the different ‘kinds’ of data scientists you’ll meet in any organisation.
No matter what kind of a data science you plan to hire, he/she should be able to adapt to your company skillset. In fact, one of the most important things is that he/she should be able to integrate his/her work with the other members of your team. They should be able to work with a team and understand the problem effectively to function profitably.
https://www.analyticsindiamag.com/what-type-of-a-data-scientist-are-you/
