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mckinsey & company Software Developer Interview - QuantumBlack

Hi All,

 

I have a pair programming round with the firm and I am confused whether it would be a leetcode style question round (Like the usual DSA round) or will it be it full - stack development round(Backend, Frontend , APIs)

can someone help me?

Thankyou in advance.

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Profile picture of Jenny
Jenny
Coach
on Feb 27, 2026
Buy 1 get 1 free for 1st time clients | Ex-McKinsey Interviewer & Manager | +7 yrs Coaching | Go from good to great

Hi there,

I suggest reaching out to HR for clarifications. This is the surest and safest approach.

Profile picture of Cristian
on Feb 27, 2026
Most awarded coach | Ex-McKinsey | Verifiable 88% offer rate (annual report) | First-principles cases + PEI storylining

Rid, 

Reach out to the recruiter.

Regardless of what any of us could answer in this forum, only the recruiter will be able to tell you for sure. They are there to help you and to guide you through the process. So make the best use of them. 

Then once the format of the interview becomes clear, this forum might be more useful in helping you figure out how best to prep for the interview.

Best,
Cristian

Profile picture of Ashwin
Ashwin
Coach
7 hrs ago
Ex-Bain | 500+ MBB Offers

From what I have seen with candidates, the pair programming round at QuantumBlack is not a pure leetcode DSA grind. It leans more towards practical problem solving.

The "pair" part matters. They want to see how you think out loud, collaborate, and write clean code. More "can I work with this person" than "can this person reverse a binary tree under pressure."

  • Ask your recruiter directly. "What does the pair programming round look like?" is a fair question. Good recruiters will give you a helpful steer.
  • Prepare for both but lean practical. Brush up on fundamentals, but focus more on writing clean code for realistic problems than grinding hard leetcode.
Profile picture of Kevin
Kevin
Coach
60 min ago
Ex-Bain (London) | Private Equity & M&A | 12+ Yrs Experience | The Reflex Method | Free Intro Call

Totally understand why you'd be confused about this – the naming of these rounds can be a bit ambiguous, especially at specialized tech arms like QuantumBlack.

For a "pair programming" round at a firm like QuantumBlack, it's typically less about a pure LeetCode-style DSA grind and more about applied problem-solving in a collaborative coding environment. While foundational data structures and algorithms might be implicitly tested, the focus will generally be on your ability to write clean, functional code to solve a specific problem, often one that simulates a real-world scenario they might encounter in their projects.

This means they'll be observing how you approach a problem, your communication style, how you break down requirements, handle edge cases, make design choices, and debug collaboratively. It's usually not a full-stack build-out, but you might work with simulated APIs, existing codebases, or demonstrate proficiency in common frameworks or paradigms relevant to the role.

Your best bet is to practice articulating your thought process clearly while coding, focusing on clean, testable code, and considering practical aspects like error handling and system design.

Hope this helps clarify things for you!