Data Science Interview Questions

10,879 data science interview questions shared by candidates

1. Online Round: This part was divided into two parts. a) Quant: Had aptitude questions with some good mathematical puzzles. b) Programming: Had two questions for which candidates were required to write the code. One of these was on "String Processing" and other was on "Dynamic Programming". 2. Tech-Interview I Basic questions ranging from Probability to the Statistics and slightly touching the fundamentals of Machine Learning. 3. Tech-Interview II Questions were mainly mathematical puzzles. Some questions were asked to look into my Data understanding skills.
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Data Science Intern

Interviewed at Bidgely

3.7
Jul 27, 2016

1. Online Round: This part was divided into two parts. a) Quant: Had aptitude questions with some good mathematical puzzles. b) Programming: Had two questions for which candidates were required to write the code. One of these was on "String Processing" and other was on "Dynamic Programming". 2. Tech-Interview I Basic questions ranging from Probability to the Statistics and slightly touching the fundamentals of Machine Learning. 3. Tech-Interview II Questions were mainly mathematical puzzles. Some questions were asked to look into my Data understanding skills.

asked some machine learning and statistics questions. Like what is GBM? How does it work. Provide detail of the algorithm and how you assess it accuracy. The also asked on describing steps to building a model. Like what is your dependent variable, what is the definition, why you pick this definition.
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Director Data Science

Interviewed at American Express

4.1
Jul 4, 2017

asked some machine learning and statistics questions. Like what is GBM? How does it work. Provide detail of the algorithm and how you assess it accuracy. The also asked on describing steps to building a model. Like what is your dependent variable, what is the definition, why you pick this definition.

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