J'ai postulé en ligne. Le processus a pris 4 semaines. J'ai passé un entretien chez Boston Consulting Group (Washington, DC) en août 2025
Entretien
First round is an online assessment with probability questions and conceptual ML questions. Then an end to end ML workflow using common data science libraries, very limited on time.
Second round is online business case interview assessment, before a live interview doing basic data manipulation tasks, followed by a technical business case (get tested on both hard ML skills and business intuition).
Final round is 3 technical cases with partners. I felt like I aced 2/3 of these but unfortunately they said I didn't perform well.
Questions d'entretien [1]
Question 1
ML pipeline with data cleaning using numpy/pandas/sklearn
J'ai passé un entretien chez Boston Consulting Group (Boston, MA)
Entretien
Coding challenge, then soft skills which i did not get to. Coding challenge was online timed in a third party tool. Not very hard but needed more time and didnt move quick enough.
J'ai passé un entretien chez Boston Consulting Group (Dubaï)
Entretien
The process includes six stages: HR screening, CodeSignal online assessment, basic pandas and data science case interview, followed by three business case interviews focused on practical problem-solving and business impact.
Questions d'entretien [1]
Question 1
Check CodeSignal’s documentation for data science interviews to understand the types of tasks
J'ai postulé en ligne. J'ai passé un entretien chez Boston Consulting Group (Tokyo)
Entretien
Four interviews in total, all in Japanese. The first interview consisted of Python coding and technical case questions. The next two were both technical case interviews. The final interview with a partner was a mix of behavioral and business case questions.
Questions d'entretien [1]
Question 1
You have a grocery store chain client who wants to increase their sales. They have stores across the country. How would you approach it?