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In this episode of #WillYouHireMe, a BCG Gamma team lead runs a data science case interview with a candidate. The major challenge of this data science / strategy combo is to match robust grounding in machine learning with solid business judgement, i.e. ability to answer questions like
- what problem are we trying to solve?
- what is the solution space, and which solution is the best fit?
- why do we need the model at all?
- which metric best meets our business needs?
- how do you get the client's buy-in?
- how do you implement the model for a lasting impact?
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