Boston Consulting Group Data Scientist interview experience

The ML part was the real challenge for me because it was the first time I’d encountered that kind of “apply ML inside a business scenario” format.

The rest of the session emphasized explaining my approach as I went, but the core difficulty was getting comfortable with what they meant by the ML business framing quickly enough to respond well. It felt demanding in a way that wasn’t about obscure algorithms, but about operationalizing ML thinking under interview constraints.

I didn’t receive an offer, and my honest takeaway was that I needed more exposure to that specific style of ML case, not