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The data scientist's role in the company is the serve as the ambassador between the data and the company. The success of a data scientist is measured by how well he/she can tell a story and make an impact. Every other skill is amplified by this ability. Challenge: Tell a story with statistics.
In my experience as a data scientist, thatâs not the case. You donât need to learn a lifetimeâs worth of data-related information and skills as quickly as possible. Instead, learn to read data science job descriptions closely.ou may wonder why a data scientist would need to understand this stuff if there are a bunch of out of the box implementations in sklearn or R. The answer is that at a certain point, it can become worth it for a data science team to build out their own implementations in house.