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Goldman Sachs Analyst Interview Questions, Process, and Tips

Updated 31 Jan 2025

Top Goldman Sachs Analyst Interview Questions and Answers

  • Q1. Ninja and the Game of Words In this game, Ninja is provided with a string STR that might contain spaces, and a list or array WORDS consisting of N word strings. Ninja's ...read more
  • Q2. Good old standard problem: Playing number game with your friend to select any of the number between 1 to 3. Whoever reaches 20 first, wins. You have to tell the strategy ...read more
  • Q3. Wildcard Pattern Matching Problem Statement Implement a wildcard pattern matching algorithm to determine if a given wildcard pattern matches a text string completely. Th ...read more
View all 77 questions

Goldman Sachs Analyst Interview Experiences

75 interviews found

Analyst Interview Questions & Answers

user image Anonymous

posted on 20 Jan 2017

I was interviewed in Dec 2016.

Interview Questionnaire 

9 Questions

  • Q1. Given coordinates of some points, find a figure that encompasses all of the points. The figure should have the least possible area and be formed by joining points using straight lines. Convex Hull.
  • Ans. 

    The Convex Hull is the smallest convex polygon that encloses all given points.

    • Sort the points based on their x-coordinate.

    • Find the upper hull by starting from the leftmost point and moving clockwise.

    • Find the lower hull by starting from the rightmost point and moving counterclockwise.

    • Combine the upper and lower hulls to form the convex hull.

  • Answered by AI
  • Q2. Good old standard problem: Playing number game with your friend to select any of the number between 1 to 3. Whoever reaches 20 first, wins. You have to tell the strategy to win the game. Basically, you sta...
  • Ans. 

    The strategy is to always subtract the number chosen by the friend from 4 to ensure reaching 16 first.

    • Start with 20 and subtract the number chosen by the friend from 4.

    • Continue this strategy until reaching 16 before the friend reaches 17-19.

    • Ensure the friend ends up at any number between 17 to 19 before reaching 16.

  • Answered by AI
  • Q3. 2nd interviewer asked me a question on calculating variance, about gaussian distribution and something about my internship.
  • Q4. 3rd were these really cool dudes who started of with a matrix problem where each element was sum of row^2 and e^column. Now I had to prove something about equality of sum of elements that I don’t clearly r...
  • Q5. The other one asked me a puzzle about two carts placed on a track with sensor below them. You can start cart with specific speed but afterwards you can control the motion only when cart passes sensor and w...
  • Q6. 4th interviewers were really senior. They asked me about general stuff like my interns and interests. Then they asked me about Yelp dataset challenge and NLP featured in my AI project.
  • Q7. They also asked some basic questions about libraries featured in Scikit (Python Library on Machine Learning Techniques)
  • Q8. Finally they asked me about flash crash in stock market related to another project in intern.
  • Q9. Row sorted and column sorted matrix problem of finding an element.
  • Ans. 

    The problem involves finding an element in a matrix that is sorted both row-wise and column-wise.

    • Start from the top-right corner of the matrix

    • Compare the target element with the current element

    • If the target is smaller, move left; if larger, move down

    • Repeat until the target is found or the matrix boundaries are crossed

  • Answered by AI

Interview Preparation Tips

Round: Resume Shortlist
Experience: They shortlist around 300 resume from whole batch for next round.
Tips: Basically add your projects related to Machine Learning and coursework related to Math. GS is one of the companies which reviews resume carefully (At least I think so :P), reason being me selected even after a low CPI. Around 250 to 300 students were shortlisted from resume for second round.
GS is one of the rarest firms that will go through your resume thoroughly. Most important part is that GS is a firm you want to go for if you have a modest CPI and are genuinely interested in global markets.
They hire for Strats and Quants division. So highlight projects related to Natural Language Processing, Artificial Intelligence and Machine Learning Techniques. Mathematical coursework and internship in related field could be elaborated too. Even students with no internship experience whatsoever were selected due to their background in Machine Learning related coursework.
I have a little or no idea about programming division as it revolves around networking and related projects.

Round: Test
Experience: They started hosting test online on hackerrank. It includes three sections with equal weightage to each of them. You have 45 minutes for individual sections. There are three type of questions asked - MCQ (+10, -3), Fill in the blanks (Numbers upto 2 decimal places; +10, -0) and 2 coding questions in programming section (+20, -0).
Programming - 2 coding questions. Questions about networking, cache and DSA (postfix and prefix expression from stack related algorithms).
Quant - Cattle grazing the circular field tied from a pole at the corner of a rectangular shade with a rope. Some about practical probability problem of die throws. Other about matrices and determinant. Theoretical questions in probability covers a major portion in form of expected value, correlation and covariance calculations. This section had some integer type questions.
Data Sciences - MLT theory should be a stronghold. Particularly confusing theoretical questions. Some of them had 4 statements and then 4 options asking correct statements so you have to be good at multiple topics. Typical question include possible solution to account for missing input data and regularization among others.
Tips: You have to be good at any two of the sections. Quant is quite competitive as the questions are easier and CSE guys can attempt these too from mathematical coursework on prob and stats. Typically whole batch is rooting for this profile because of lesser chance in CS related profile.
A little brushing up old DS notes won't hurt anyone. Specially tree, graphs (algorithms like Bellman Ford, Djikstra and Prim's algo), complexity of standard algorithms and postfix, prefix expression derivation will help a long way. Coding questions demand efficient solution, otherwise you won't be able to clear all test cases because of TLE.
For quant, Prob Stats and Linear Algebra course review is highly recommended. A little aptitude (CAT related although a lot higher standard than that) will help too.
In data sciences, ML lectures will help a lot as most part is theoretical which can be solved if you have your concepts strong. Gaussian distribution, Regularizer, PCA are some of the topics which were asked about.
Duration: 2 hours 15 minutes

Round: Technical Interview
Experience: At first I couldn

Skills evaluated in this interview

Analyst Interview Questions & Answers

user image Ms. Pruthvi Alva

posted on 31 Jan 2025

Interview experience
1
Bad
Difficulty level
-
Process Duration
-
Result
-
Round 1 - HR 

(1 Question)

  • Q1. What prompted you to change your job?
  • Ans. 

    I changed my job to seek new challenges and opportunities for growth.

    • Desire for new challenges and growth

    • Opportunity for career advancement

    • Seeking better work-life balance

    • Company restructuring or downsizing

    • Relocation to a new city

  • Answered by AI
Round 2 - Technical 

(1 Question)

  • Q1. What platforms have you used for this process in the past?
  • Ans. 

    I have used platforms such as Excel, Tableau, and Power BI for data analysis in the past.

    • Excel

    • Tableau

    • Power BI

  • Answered by AI
Round 3 - One-on-one 

(1 Question)

  • Q1. Would you be willing to work for 14 hours if required?
  • Ans. 

    Yes, I am willing to work for 14 hours if required.

    • I am dedicated and committed to my work

    • I understand the importance of meeting deadlines and delivering results

    • I am willing to put in extra hours when necessary to ensure success

  • Answered by AI

Analyst Interview Questions Asked at Other Companies

asked in Capgemini
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asked in Deloitte
Q2. Reverse a Number Problem Statement Given an integer 'N', write a ... read more
Q3. A 10x10x10 cube is made up of 1x1x1 cubes. Its outer surface is p ... read more
Q4. Ninja and the Game of Words In this game, Ninja is provided with ... read more
Q5. Good old standard problem: Playing number game with your friend t ... read more

Analyst Interview Questions & Answers

user image Anonymous

posted on 5 Nov 2024

Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
Selected Selected
Round 1 - Coding Test 

Coding test in python

Round 2 - One-on-one 

(1 Question)

  • Q1. General qs regarding dcf, corp finance, valuation
Round 3 - One-on-one 

(1 Question)

  • Q1. Similar to previous rounds

Analyst Interview Questions & Answers

user image Anonymous

posted on 1 Oct 2024

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Campus Placement and was interviewed in Sep 2024. There were 4 interview rounds.

Round 1 - Aptitude Test 

Questions were asked on data interpretation

Round 2 - Group Discussion 

25 mins of gd
topic:AI boon or bane to jobs

Round 3 - Technical 

(2 Questions)

  • Q1. Sql queries on join
  • Q2. Puzzle on probability
Round 4 - HR 

(1 Question)

  • Q1. Finance questions , basic HR questions

Interview Preparation Tips

Interview preparation tips for other job seekers - do prepare well for finance questions
do a course on finance if possible

Goldman Sachs interview questions for designations

 Senior Analyst

 (10)

 Operations Analyst

 (5)

 Risk Analyst

 (3)

 Fraud Analyst

 (3)

 Data Analyst

 (2)

 Quality Analyst

 (1)

 Associate Analyst

 (1)

 Research Analyst

 (1)

Analyst Interview Questions & Answers

user image Anonymous

posted on 11 Jul 2024

Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Recruitment Consulltant and was interviewed in Jun 2024. There were 3 interview rounds.

Round 1 - One-on-one 

(2 Questions)

  • Q1. Walk me through your resume
  • Q2. Why goldman sachs
Round 2 - One-on-one 

(2 Questions)

  • Q1. Take me through your profile
  • Q2. What is trade life cycle
  • Ans. 

    Trade life cycle refers to the stages involved in a trade from initiation to settlement.

    • Trade initiation - Trade is proposed and agreed upon by parties involved

    • Trade execution - Trade is executed on the exchange or over-the-counter market

    • Trade confirmation - Parties confirm the details of the trade

    • Trade settlement - Payment and transfer of securities occur

    • Trade reconciliation - Ensuring all details match between partie

  • Answered by AI
Round 3 - One-on-one 

(1 Question)

  • Q1. Basic behavioral questions

Interview Preparation Tips

Topics to prepare for Goldman Sachs Analyst interview:
  • Resume

Get interview-ready with Top Goldman Sachs Interview Questions

Analyst Interview Questions & Answers

user image Anonymous

posted on 1 Aug 2024

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(2 Questions)

  • Q1. Introduction and resume skills
  • Q2. QUestions on understanding of derivatives

Analyst Jobs at Goldman Sachs

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Analyst Interview Questions & Answers

user image Anonymous

posted on 18 Nov 2024

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via campus placement at Manipal Institute of Technology (MIT) and was interviewed in May 2024. There were 3 interview rounds.

Round 1 - Aptitude Test 

70 minutes test with 60mcqs based on mostly aptitude

Round 2 - Group Discussion 

The topic was AI in education 30 minutes round

Round 3 - One-on-one 

(2 Questions)

  • Q1. Gfg puzzles the ball question identify the odd ball
  • Q2. Probablity questions also finance related questions on equity loans mortgages etc

Analyst Interview Questions & Answers

user image Anonymous

posted on 28 Nov 2024

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Aptitude Test 

Lengthy, 2 questions

Interview Preparation Tips

Interview preparation tips for other job seekers - Study DSA

Analyst Interview Questions & Answers

user image Anonymous

posted on 21 Aug 2024

Interview experience
5
Excellent
Difficulty level
Hard
Process Duration
2-4 weeks
Result
Not Selected

I applied via Company Website and was interviewed in Feb 2024. There was 1 interview round.

Round 1 - One-on-one 

(2 Questions)

  • Q1. Walk me through resume
  • Ans. 

    Experienced analyst with expertise in data analysis, financial modeling, and market research.

    • Started career as a financial analyst at XYZ Company

    • Led team in developing complex financial models to forecast revenue

    • Conducted market research to identify new business opportunities

    • Presented findings to senior management to drive strategic decision-making

  • Answered by AI
  • Q2. What is a strength of yours
  • Ans. 

    One of my strengths is my ability to analyze complex data and identify key insights.

    • Strong analytical skills

    • Ability to think critically and problem-solve

    • Experience with data analysis tools such as Excel or Tableau

  • Answered by AI

Analyst Interview Questions & Answers

user image Anonymous

posted on 16 Apr 2024

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-

I applied via Job Portal

Round 1 - HR 

(1 Question)

  • Q1. Tell me about yourself
Round 2 - One-on-one 

(1 Question)

  • Q1. Based on my college experience

Interview Preparation Tips

Interview preparation tips for other job seekers - be yourself

Analyst Interview Questions & Answers

user image Anonymous

posted on 12 Mar 2024

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
Selected Selected

I applied via Naukri.com

Round 1 - Coding Test 

1 hr, multiple questions from my resume and two coding problems (medium)

Round 2 - Aptitude Test 

Puzzles and a coding question

Interview Preparation Tips

Interview preparation tips for other job seekers - Be prepared for puzzles and good amount of coding.

Goldman Sachs Interview FAQs

How many rounds are there in Goldman Sachs Analyst interview?
Goldman Sachs interview process usually has 2-3 rounds. The most common rounds in the Goldman Sachs interview process are One-on-one Round, Coding Test and HR.
How to prepare for Goldman Sachs Analyst interview?
Go through your CV in detail and study all the technologies mentioned in your CV. Prepare at least two technologies or languages in depth if you are appearing for a technical interview at Goldman Sachs. The most common topics and skills that interviewers at Goldman Sachs expect are Investment Banking, Investment Management, Risk Management, Software Asset Management and HTML.
What are the top questions asked in Goldman Sachs Analyst interview?

Some of the top questions asked at the Goldman Sachs Analyst interview -

  1. Good old standard problem: Playing number game with your friend to select any o...read more
  2. Given a tank with liquid, and there are flows in and out, inflow is U and outfl...read more
  3. Given we have a (un)biased die, with given probabilities, and we toss it till w...read more
How long is the Goldman Sachs Analyst interview process?

The duration of Goldman Sachs Analyst interview process can vary, but typically it takes about less than 2 weeks to complete.

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Goldman Sachs Analyst Interview Process

based on 38 interviews

7 Interview rounds

  • Technical Round
  • HR Round
  • Aptitude Test Round - 1
  • Personal Interview1 Round
  • Aptitude Test Round - 2
  • Aptitude Test Round - 3
  • Puzzles Interview Round
View more

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Goldman Sachs Analyst Salary
based on 1.7k salaries
₹12.7 L/yr - ₹25 L/yr
119% more than the average Analyst Salary in India
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Goldman Sachs Analyst Reviews and Ratings

based on 137 reviews

3.7/5

Rating in categories

3.5

Skill development

3.1

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3.4

Salary

2.9

Job security

3.5

Company culture

3.3

Promotions

3.2

Work satisfaction

Explore 137 Reviews and Ratings
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