One important lesson I learned at Twitter is that a Data Scientist’s capability to extract value from data is largely coupled with the maturity of the data platform of its company. Understand what kind of DS work you want to get involved, and do your research to evaluate if the company’s infrastructure can support your goal is not only smart, but paramount to ensure the right mutual fit.
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