Though data science is available from last few decades and there has been huge increase in the demand for specialists in data science. In general, the data science is segregated into four important sections which include mining data, statistics, interpret and leverage. With a great boom for data scientists, there are certain skills that are to be met by the candidates in order to become successful data scientists. Always data scientists need to have an eye for creativity and must be expertise at several aspects like mathematics, data mining, hacking and even computer science.