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Data Science Intern Interview Questions
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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).
A few c++ questions and the basics like "what made you want to work with us" and "tell me about yourself"
Why I use specific approach while working on my ML project?
How could I implement RAG so that LLM should not answer to its trained data and only able to answers regarding ingested data
What are you currently doing , Why would you like this job etc.
Unexpected question: what social cause you are most passionate about? how can joining LEK impact that?
Why consulting? Why LEK? Standard PEI questions
Why do you want to work for UCB?
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