Here is a Visualization of Skills Needed to Become a Data Scientist: Where are Data Scientists in the Big Data Pipeline?.Below is a visualization of the big data pipeline, the associated technologies, and the regions of operation..In general, the depiction of where the data scientist belongs in this pipeline is largely correct, but there is one caveat..A data scientist should be comfortable diving into the “Collect” and “Store” territories if needed..Usually, data scientists would be working on transformed data and beyond..However, in scenarios where the business cannot afford to wait for the transformation process to finish, a data scientist has to turn to raw data to gather insights..Ready to become a data scientist?.Learn the foundation of data science and start implementing your models in our time convenient, 5-day bootcamp..Check it out here!.Learn More about Data Science!.Read about data science and ethics from these articles: Data Science Ethics Self Driving Car Ethics: Facing the Dilemmas Head-On Or Read more about becoming a data scientist: Aspiring Data Scientist?.You’ll Need Some Math!. More details