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How do I prepare for an interview in "analytics"
How do I prepare for an interview in "analytics"

Hi everyone!

I'm a 23 year old fresh undergrad. I've been working in operations + business development for the past 2 years alongside my studies. I majored in Business Information Technology.

I recently applied to one of the big 4 in the gulf for a strategy position. It seems my CV was found and I was internally recommended to a different team, and I was told that I will soon get an interview with the "analytics" team.

... what actually is that? I have no idea how to prepare and that's making me a little bit nervous. Is this a python and SQL position? If so, I'm not particularly qualified. Is it PowerBI and excel? Do I need to prepare for a case study? I'd appreciate any and all guidance on this please 🙏🏻

Thanks everyone


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Should I leave MBB less than a year before partner track to start my own thing?
Should I leave MBB less than a year before partner track to start my own thing?

I’ve been going back and forth on this and could use some outside perspectives.

I’m currently less than a year away from partner track/principal/AP at an MBB (about 3.5 years from partner). I’ve been with the firm basically my entire career. Joined after undergrad.

Performance-wise, things are going well enough. The challenge is that I’m not sure I actually want the partner path, I know this is an awkward time to leave, I’ve noticed recruiting for other roles rarely gives me the bump for my current tenure vs at the manager level etc.

A few friends and I have an idea for a small AI-focused advisory venture on the side. It’s very early and all of us have day jobs, unclear if they will want to do this full time, but I do.

The thing pulling me toward it isn’t necessarily the money, although upside is important. It’s the idea of building something myself, having more flexibility, choosing what I work on, and not spending the next 3/4 years grinding toward a partner role that I’m increasingly unsure I want.

At the same time, walking away now feels crazy. I’m so close to a title that would probably help my credibility. The compensation is obviously very good. And there’s always the possibility that I’m romanticizing entrepreneurship while underestimating how hard it is to build a sustainable business.

Part of me thinks I should stay another year, get the promotion, and then reevaluate. Part of me thinks that’s exactly what I’ve told myself at every stage of my career: “just make it to the next milestone.”

For people who have left consulting late in the game, especially those who were close to partner-track promotions, what do you wish you had done? Is being this close to that title a reason to stay, or is it a sunk-cost trap?

Edit: my co founders are more technical / connected with potential client populations and the work is related to what my current specialty is. My focus would be on non-tech delivery and closing deals (less on sourcing)