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      Entretien pour Senior Data Scientist

      7 août 2018
      Candidat à l'entretien anonyme
      Boston, MA
      Aucune offre
      Expérience négative
      Entretien moyen

      Candidature

      J'ai postulé via la recommandation d'un employé. Le processus a pris 2 mois. J'ai passé un entretien chez Boston Consulting Group (Boston, MA) en juin 2018

      Entretien

      The overall process is the same as the other posts. Here I focus more on my personal experience. Pros: HR is nice and they are very responsive during the process. HR worked so hard to get the process as quickly as possible. They also inform you the final decision (on-site on Friday) by phone the next Monday regardless of the result. Cons: 1. Their salary is not competitive to the other consulting firms or industries (excluding tech firms because tech firms pay too high). The salary given in the Glassdoor is not accurate, because they recently restructured their hierarchy by combining previous associate level with data scientist. This action allows them to boost the salary average for data scientist level. 2. One of the interviewer I met is so unprofessional. In general, interviewers push you harder during a consulting interview because they emphasize logic thinking. They push you because they want to work with you together to solve the business problems and test your ability. However, this interview pushed me for being rude. He literally interrupted each single sentence I said even during fit questions. Usually interviewers will give you a background about themselves, but he gives me exactly two sentences. He does not trust what I said, even for my current level with my current firm. At the end when I was asking him questions, I am completely shocked. For example, I think questions are used for understanding this company and this role, not for challenging the interviewers. When I asked the expectation of the role, he said "that's too simple, you tell me". When I asked about BCG differentiators, he said "We charge high fees and no client wants to pay such a high fee. They chose us, because they cannot solve their problems. No other consulting firms can neither, because when the client comes to us, he already tried the other consulting firms." That is so so so arrogant. Especially, he knows I am from another consulting firm (not MBB but still prestigious) . Suggestions to BCG: 1. Align your salary with the industry. As a top consulting firm, you definitely need the best data scientists (not only tech skills but also consulting skills) for GAMMA. You are literally competing with tech firms. 2. Train your interviewers. They represent your firm's image. A bad interviewer has a significant negative impact to your hiring process. He will reject good candidates based on his owe preference not the firm's standard. Good candidates may reject your offer due to bad experience. Most importantly, bad interview experience with BCG Gamma also make people think this team are treated as 2nd-tier employees within the firm. Thanks and hope my information can help someone.

      Questions d'entretien [1]

      Question 1

      Technical case interview which is a mix of modelling skills + classical case interview structure
      3 réponse(s)
      8

      Autres retours d’entretien d’embauche pour un poste comme Senior Data Scientist chez Boston Consulting Group

      Entretien pour (Senior) Data Scientist

      2 déc. 2025
      Candidat à l'entretien anonyme
      Aucune offre
      Expérience positive
      Entretien moyen

      Candidature

      J'ai postulé en ligne. J'ai passé un entretien chez Boston Consulting Group

      Entretien

      The interview consisted of a total of five rounds, and I'm currently at round 4. It started with a code signal online assessment (tested basic knowledge about data cleaning, data filtering, data joining with pandas as well as some simple ML with scikit). Then the first three rounds are technical case interviews. Each round consisted of about 10-15 mins for introductions, and 30-35 mins for a technical case interview, and then about 5 - 10 mins for questions.

      Questions d'entretien [1]

      Question 1

      If you could split your time working in three different aspects of your work (business related, coding related, data science related), what does the ideal split look like for you?
      Répondre à cette question

      Entretien pour Senior Data Scientist

      7 nov. 2025
      Candidat à l'entretien anonyme
      Aucune offre
      Expérience positive
      Entretien difficile

      Candidature

      J'ai passé un entretien chez Boston Consulting Group

      Entretien

      Online assessment Round 1: technical case interviews + live coding Round 2: Partner-led interviews + fit interviews + most in-depth technical case interviews Overall semi-difficult but manageable. Fun cases and nice interviewers

      Questions d'entretien [1]

      Question 1

      Technical challenges on your past project
      Répondre à cette question

      Entretien pour Senior Data Scientist

      29 nov. 2025
      Candidat à l'entretien anonyme
      Aucune offre
      Expérience positive
      Entretien difficile

      Candidature

      J'ai postulé via un recruteur. Le processus a pris 4 semaines. J'ai passé un entretien chez Boston Consulting Group en juil. 2025

      Entretien

      3 virtual loop interviews with all case study rounds. the cases were pretty tricky as you wouldn't know what exactly the interviewer is expecting when a fairly broad question is asked.

      Questions d'entretien [1]

      Question 1

      Case based questions. Multiple cases per interviewer.
      Répondre à cette question