Sr Data Scientist Interview Questions

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Data challenge was a project to build a statistical model to identify drivers of bookings on Airbnb. Data file was messy, and very realistic. Problems were very unstructured, and I used a lot of my own theory and style to craft a solution and make business recommendations based on my work. Also asked about designing an A/B test to get more clarity on the issues if more than observational data were made available. Wrote up a ~8 page memo with my results. Project took me about 2 days on a weekend.
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Senior Data Scientist

Interviewed at Airbnb

4.1
Aug 25, 2020

Data challenge was a project to build a statistical model to identify drivers of bookings on Airbnb. Data file was messy, and very realistic. Problems were very unstructured, and I used a lot of my own theory and style to craft a solution and make business recommendations based on my work. Also asked about designing an A/B test to get more clarity on the issues if more than observational data were made available. Wrote up a ~8 page memo with my results. Project took me about 2 days on a weekend.

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