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      Boston Consulting Group

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      Senior Applied Scientist Interview

      Feb 13, 2025
      Anonymous Interview Candidate
      No offer
      Negative experience
      Average interview

      Application

      I applied online. The process took 3 weeks. I interviewed at Boston Consulting Group in Jan 2025

      Interview

      1. Recruiter Call: Standard recruiter screening. 2. Hiring Manager Interview: an hour long interview with the hiring manager and a lead scientist. Involved brief introduction, questions on responsible generative AI, a 20-minute case study and Q&A at the end. The recruiter and both interviewers were very friendly but the interview process was inconsistent and lengthy. The recruiter emphasized that there will be no case studies when I talk to the hiring manager and I shouldn't prepare for one, but the interview involved a case study. Also, the recruiter told me there were no technical rounds (which was surprising) but the hiring manager said there will be a technical round. Also, it took two weeks for the company to get back to me after I talked to the hiring manager, which is way longer than the average response time. While I was waiting to hear back, the company posted a similar position (exact same responsibilities minus proficiency in the tech stack; exact same salary) with the title "Senior Analyst", which was really surprising and confusing.

      Interview questions [1]

      Question 1

      - Tell me why you're interested in this domain. - Tell me about relevant projects you've done in this domain. - What implications would a multi-modal generative AI tool have (compared to a unimodal one) and how would you go about mitigating its biases. - Case Study: A company wants to use an AI tool to summarize managers' feedback for employees. How would you "systematically" approach identifying the biases of such a tool?
      Answer question