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What is a full stack data scientist?

A full stack data scientist, as the name suggests, is one who has working experience in all facets and departments of Data Science – starting from data extraction & harmonization, devising statistical models and machine learning algorithms on the data, visualizing it in a readable format & finally presenting it in a consumable format to business. Generally, a potential full stack data scientist should have hands-on experience on diverse tools & technologies such as R (or Python), software engineering (ETL), machine learning (NLP algorithms etc.) and Tableau (or Qlikview).