What is a Full Stack Data Scientist?

The scope of the role and skills required

Alexandra Amidon
Towards Data Science
4 min readJul 4, 2020

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A full-stack data scientist is a jack-of-all trades who engineers and works on each stage in the data science lifecycle, from beginning to end.

The scope of a full stack data scientist covers every component of a data science business initiative, from identifying to training to deploying machine learning…

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