BigDataFr recommends: The Life of a Data Scientist ( Data Land Scape)

[…] Data scientists are big data wranglers. They take an enormous mass of messy data points (unstructured and structured) and use their formidable skills in math, statistics and programming to clean, massage and organize them. Then they apply all their analytic powers – industry knowledge, contextual understanding, skepticism of existing assumptions – to uncover hidden solutions to business challenges.

On any given day, a data scientist may be required to:

Conduct undirected research and frame open-ended industry questions […]

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By DR. Elvin Prasad
Source: datasciencecentral.com