Walk us through a project. What statistical methods did you use? How did you do feature engineering? How did you decide which features to use? How would you handle a conflict?
Data Science Internship Interview Questions
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It was a coding assessment
When was a time that a project did not go to plan and what would you do differently?
talk about project on resume
Estimate the market for Botox; while estimating, do the numbers seem right/make sense?
Two drugs, one with marginal increase over current treatments in phase III trials, and one with no current competitors in phase II trials; which should company pursue? Pros and cons?
You are representing a collection of dental practices looking to be purchased by a hospital system. The head of these practices thinks there is additional value to the hospital system that is not being appreciated. How would you value this practice?
Walkthrough your resume
Market sizing for a new drug. Estimating the non compliance rate for a drug.
1) Estimate the size of the US market for flu vaccines 2) There is a small European Pharm company who currently have a platform to develop any anti body they want. They are currently producing drugs and selling them to big pharm companies and taking 10% profit. Discuss the pros and cons of the company going 100% vertically integrated. Then persuade the board of the company to go 100% vertically integrated and the strategy of how you would do that (given a list of possible drugs and asked which ones you would produce/ market and which ones you would licence out patents for).
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