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Goldman Sachs Quantitative Analyst Interview Questions
& Process

Real candidates share what happened, how many rounds they had,
and how the experience turned out.

Based on 82 interview experiences · FREE TO READ

2.8 Rounds average
Average Typical difficulty
54.9% Positive experience

Candidate interview experiences

First-hand accounts from people who interviewed at Goldman Sachs.

Showing 3 of 82
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Goldman Sachs

Quantitative Analyst

Analytics · nearly a year ago

Mid Average Positive experience No offer 1 round
Interview process
Technical screen
Interview formats
Coding Technical

The interview included a CoderPad round where I had to solve one LeetCode-style coding problem and do a debugging exercise. It was all about seeing if I could solve problems, write correct code, handle weird cases, and think clearly when things are moving fast. We talked about how efficient my code was and they threw some edge cases at me. For the debugging part, the goal was to find bugs fast and follow the code's path.

Confirmed questions1 question
  • Can you tell me the time and space complexity for the solution you came up with?
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Goldman Sachs

Quantitative Analyst

Analytics · a year ago

Entry Average Negative experience Decline offer 2 rounds
Interview process
Take home Technical screen Onsite
Interview formats
Coding Technical Other

Started with an online assessment, which was pretty straightforward with two typical LeetCode-style problems, either easy or medium difficulty. Following that, there were two actual in-person interviews. One round focused on programming skills, and the other delved into math and probability, including requests to derive some derivatives and perform simple math calculations.

Confirmed questions1 question
  • Can you discuss methods for testing and validation?
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Goldman Sachs

Quantitative Analyst

Analytics · more than a year ago

Entry Difficult Positive experience Decline offer 5 rounds
Interview process
Recruiter call Phone screen Technical screen Onsite Background check Offer
Interview formats
Technical Behavioral

You start by submitting an application, then your resume gets screened. If that looks good, there's usually an initial phone screen to check qualifications and interest. Then, you might have first-round interviews, possibly over phone, video, or in person, to talk more about your skills and fit. For this kind of role, you'll likely get technical assessments or skills tests to show what you can do. If you do well, there will be more interview rounds with different people like potential coworkers or managers, focusing on culture fit and skills. There will probably be behavioral interviews where they ask about past situations, like dealing with a difficult coworker or overcoming project obstacles. The final interviews might be with senior leaders, discussing company values or your long-term goals. After interviews, they'll check your references. If everything goes well, you'll get an offer with details on pay and benefits. Then comes onboarding to get you settled in. Keep in mind, this can change a lot between companies.

Confirmed questions3 questions
  • Can you explain calculus integrals?
  • What are your thoughts on probability?
  • How would you approach a derivative problem?

Goldman Sachs Quantitative Analyst Interview Questions

Quoted word for word from Goldman Sachs interview reports.

“What is the expected number of loops in a bowl containing N noodles?”

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“What is the expected number of coin tosses required to achieve 5 consecutive heads?”

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“Given six uniform random variables, what's the probability that adjacent variables are assigned different colors?”

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“Find the minimum length of a subarray whose sum is greater than or equal to a target sum, using the example [1,2,3,4] and target = 6, the answer is 2 because the subarray [3,4] sums to 7 which is >=6 and its length is the minimum.”

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“Given an array of strings, what's the longest common prefix you can find?”

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“What is the expected maximum value when sampling 3 values from the range [0,1]?”

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“What is the expected probability of the time it takes to reach a village when there are two cave entrances? Use Markov Chains to solve.”

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“How would you write code to calculate n to the power of k, but without using the built-in power operator?”

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“Could you determine the minimum number of dice rolls needed to finish the snake and ladder game?”

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Formats, difficulty and experience

Across all 82 Goldman Sachs interview reports.

Interview formats

Technical 42.9%
Coding 28.6%
Behavioral 24.3%
Other 2.1%
Presentation 1.1%

Interview difficulty

Easy 15.9%
Average 56.1%
Difficult 28%

Candidate experience

Positive 54.9%
Neutral 37.8%
Negative 7.3%