Looking to transition from Data & Analytics to Strategy/Analytics Consulting

Question

Hello,

I graduated from a top UC (UC Berkley/UCLA) with a degree in Statistics and Data Science and am currently a product analyst in a Data & Analytics Rotational Program at a major financial institution (Fidelity/Blackrock). This role has helped me strengthen my technical skills (SQL, Tableau, Python) and gain experience in product strategy. While I appreciate the experience, I’m eager to transition back into consulting.

I previously interned at a technology consulting firm, where I enjoyed the fast-paced and high learning environment. I’m motivated to return to consulting because I want to accelerate my growth and gain a broader range of experience, which I feel is limited in my current role. I know the hours can be daunting, but that is not a problem for me at the moment as I am seeking an opportunity to exponentially grow.

I’m seeking guidance on transitioning into technology consulting or a Big 4/MBB firm, and would appreciate any advice on building a roadmap for this shift. I understand there are analytics and general consulting divisions, so an insight into either or both would be greatly appreciated. Thank you in advance!

Answer 1

Thank you for your post. I like you came from a non-traditional background but with the right positioning and preparation you can certainly be a competitive candidate. From your skillset you described, product-focused / technology strategy consulting may be your best bet. If you are interested in expanding into a an area without direct evidence of job experience in that area, then a top tier MBA is the way to go. Once you're in to a top firm, there are multiple avenues to try new things / service lines - it comes down to you and the market. Get you in touch if you'd like a free 15 min consultation.

Answer 2

I moved to BCG after gaining extensive industry experience. It was seen as a plus, as I could advise clients with the practical insights I had gained. Given your experience, you might consider targeting Financial Institutions (FI) or Principal Investors and Private Equity (PIPE) teams as starting points. If you perform well, you’ll have the opportunity to transition into other practice areas and explore what best aligns with your interests as you advance into leadership roles.

I can provide more tailored advice once I better understand your interests, whether you're leaning towards specialized expertise or a general consulting roles. It's better to be clear about your goals so you can position yourself accordingly. You can reach out if you'd like to discuss this further.

Answer 3

Hi there,

Given what you have told us, you have a very interesting profile for MBB and tier 2.

Your main goal should be initially to pass the screening stage and for this, you would need to make sure that

you have a proper read on the market situation and different offices (apply where and when it makes sense)
solid referrals for target offices (increases your chances)
a polished resume, highlighting relevant skills and experiences for consulting

The first two can be tackled at the same time and asking about current hiring is a great discussion starter for networking via your own networking and cold-outreach via LinkedIn.

Once you have cleared that stage, it resets and your interview performance is all that counts. The preparation for this part is the same as for everyone else.

All the best,

Florian

Answer 4

Hello there,

Your profile seems solid for a generalist role or analytics focused one (BCG X / McK QuantumBlack) with your educational background and professional experience.

For a generalist role, major points to address are:

Curate your resume to highlight key professional achievements, scholarships / awards, and extracurriculars for a rounded profile
Network with current consultants to understand the job, gauge current market landscape, and potentially obtain a referral
Prepare for screening tests and interviews

Feel free to reach out for any specific support on the above

Fathu

Answer 5

Do you have a contact in the recruiting team? Did you network with any consultants in your target office? I’d encoura... (read entire answer)

Do you have a contact in the recruiting team? Did you network with any consultants in your target office? I’d encourage you to check in and express continued interest. Applying... (read entire answer)

Answer 6

Hi there, First of all, congratulations on the upcoming consulting career start with McKinsey! I would be happy to sh... (read entire answer)

Hi there, First of all, congratulations on the upcoming consulting career start with McKinsey! I would be happy to share my thoughts on your question: First of all, while it is... (read entire answer)

Answer 7

Hi there, Both roles offer solid growth, but here’s a quick breakdown with a lean towards McKinsey: Capital One Busin... (read entire answer)

Hi there, Both roles offer solid growth, but here’s a quick breakdown with a lean towards McKinsey: Capital One Business Analyst:Growth: structured progression to management wit... (read entire answer)