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Goldman Sachs Associate Engineer Interview Questions, Process, and Tips

Updated 26 Sep 2024

Top Goldman Sachs Associate Engineer Interview Questions and Answers

  • Q1. Find the missing number in the array? Array size is of n-1 and contains 1 to n numbers with 1 digit missing.
  • Q2. Find the number of parenthesis have to be removed to make it a valid parenthesis --> (())) - 1 has to be removed, ((() -> 2 has to be removed.
  • Q3. Find the maximum sub-array having continues numbers(i,i+1,i+2..)

Goldman Sachs Associate Engineer Interview Experiences

2 interviews found

Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Company Website and was interviewed in Jun 2024. There were 2 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. Find the missing number in the array? Array size is of n-1 and contains 1 to n numbers with 1 digit missing.
  • Ans. 

    The missing number in the array can be found by calculating the sum of all numbers in the array and then subtracting it from the sum of numbers from 1 to n.

    • Calculate the sum of all numbers in the array.

    • Calculate the sum of numbers from 1 to n using the formula n*(n+1)/2.

    • Subtract the sum of array from the sum of numbers from 1 to n to find the missing number.

  • Answered by AI
  • Q2. Find the number of parenthesis have to be removed to make it a valid parenthesis --> (())) - 1 has to be removed, ((() -> 2 has to be removed.
  • Ans. 

    Count the number of parenthesis to be removed to make it valid.

    • Iterate through the string and keep track of open and close parenthesis.

    • If a close parenthesis is encountered without a corresponding open parenthesis, increment the count of removals.

    • Return the total count of removals needed to make the string valid.

  • Answered by AI
Round 2 - Technical 

(2 Questions)

  • Q1. Find the maximum sub-array having continues numbers(i,i+1,i+2..)
  • Ans. 

    Find the maximum sub-array with continuous numbers

    • Iterate through the array and keep track of the current sub-array sum

    • Update the maximum sum and sub-array indices as you iterate

    • Handle cases where the array contains negative numbers as well

    • Example: Input array [2, 3, -4, 5, 7], maximum sub-array is [2, 3, -4, 5, 7]

  • Answered by AI
  • Q2. Number of islands variant - focused on time complexity
  • Ans. 

    Count the number of islands in a 2D grid variant, focusing on time complexity.

    • Use Depth First Search (DFS) or Breadth First Search (BFS) to traverse the grid and mark visited islands.

    • Optimize by using Union Find data structure to keep track of connected islands.

    • Time complexity can be O(m*n) where m is the number of rows and n is the number of columns.

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Interview is not only about solving but the better approach and explaining why it is better. Focus on Time complexity - I was confused on time complexity of DFS & BFS - which is better.

Skills evaluated in this interview

Interview experience
2
Poor
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

1st round was online coding test with 1 DSA problem and one OOPs based problem

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Interview questions from similar companies

Associate Interview Questions & Answers

JPMorgan Chase & Co. user image SHUBHAM VINAYAK KALE shubham

posted on 4 Dec 2016

I applied via Campus Placement and was interviewed in Dec 2016. There were 5 interview rounds.

Interview Questionnaire 

8 Questions

  • Q1. Project/DDP based questions
  • Q2. Any coding done in curriculum, explain the most complex one
  • Ans. 

    Yes, I have coded in curriculum. The most complex one was a project on building a web application using React and Node.js.

    • Built a full-stack web application using React and Node.js

    • Implemented user authentication and authorization using JSON Web Tokens (JWT)

    • Used MongoDB as the database and Mongoose as the ODM

    • Implemented real-time updates using Socket.IO

    • Deployed the application on Heroku

    • Handled errors and implemented log

  • Answered by AI
  • Q3. What is 'Big data'? Why is it called 'Big'
  • Ans. 

    Big data refers to large and complex data sets that cannot be processed using traditional data processing methods.

    • Big data is characterized by its volume, velocity, and variety

    • It is used in various industries such as healthcare, finance, and retail

    • Examples of big data include social media data, sensor data, and transactional data

    • It is called 'big' because it involves processing massive amounts of data

    • Big data requires ...

  • Answered by AI
  • Q4. Why do you want to switch to IT sector from your respective branch
  • Ans. 

    I am passionate about technology and eager to learn new skills in the IT sector.

    • I have always had a keen interest in technology and enjoy working with computers.

    • I believe the IT sector offers more opportunities for growth and advancement in my career.

    • I have seen the impact of technology on various industries and want to be a part of that innovation.

    • I have taken courses in programming and networking to prepare myself fo

  • Answered by AI
  • Q5. I did a course on compute simulation and had extra curricular in chess, so was asked to simulate a chess game
  • Q6. Two friends A & B meet after long time, A asks B about his family. B says he has 3 children, product of their ages is 36, and sum of their ages is equal to the (point towards a house on street) house numbe...
  • Q7. A rat has 3000 gm of rice, he has to travel a distance of 3000m, he eats 1gm rice/m, his maximum carrying capcity is 1000 gm,how should he travel the distance to reach with maximum rice left
  • Q8. A new software has 3 functions SelectSum(), log() and exp(). You have a table of 1000 data points, how will you find product of all points using only the above mentioned functions
  • Ans. 

    To find the product of all data points using SelectSum(), log(), and exp() functions.

    • Use the log() function to convert the product into a sum of logarithms

    • Apply the SelectSum() function to calculate the sum of logarithms

    • Finally, use the exp() function to convert the sum back into the product

  • Answered by AI

Interview Preparation Tips

Round: Test
Experience: Aptitude part has easy questions, including number series, picture series, interest rate and some quant based questions.

The coding part is difficult.2-3 coding questions, Codes will be related to linked lists , trees or sorting.
Tips: Try to get maximum marks in aptitude, which should be fine with some practice . One of the code will be easy, so complete it and make a try for second
Duration: 1 hour
Total Questions: 30

Round: Puzzle Interview
Experience: very easy puzzles, I was able to solve all puzzles in first attempt
Tips: Be confident in your approach they are locking for approach more than result

Round: Technical Interview
Experience: I answered all resume based questions, he liked my choice of projects, though they were not exactly related to the profile. He liked me and said I would recommend you directly to HR round
Tips: Prepare in details about all points in resume, course work mentioned and projects, Based on performance in this interview, they decide to whether to take one more technical interview or send directly to HR

Skills: Behavioural Skills, Puzzle Solving Capability, Approaching A Problem, Basic Coding
College Name: IIT Madras

Skills evaluated in this interview

I applied via Campus Placement and was interviewed in Dec 2016. There were 5 interview rounds.

Interview Questionnaire 

13 Questions

  • Q1. Tell me about yourself?
  • Ans. 

    I am a highly motivated individual with a passion for learning and achieving my goals.

    • I have a degree in computer science and have worked as a software developer for 3 years.

    • I am proficient in multiple programming languages including Java, Python, and C++.

    • I enjoy working in a team environment and collaborating with others to solve complex problems.

    • In my free time, I enjoy hiking and exploring new places.

  • Answered by AI
  • Q2. Tell me about your family or life before college?
  • Ans. 

    I grew up in a small town with my parents and younger sister. We were a close-knit family.

    • Grew up in a small town

    • Close-knit family

    • Parents and younger sister

    • Participated in community events

    • Enjoyed outdoor activities

  • Answered by AI
  • Q3. What do you do in free time?
  • Ans. 

    I enjoy reading, hiking, and trying new recipes in my free time.

    • Reading books on various topics, including fiction, non-fiction, and self-improvement

    • Hiking in local parks and nature reserves to explore new trails and enjoy the outdoors

    • Experimenting with new recipes and cooking techniques in the kitchen

    • Attending cultural events such as concerts, plays, and art exhibits

    • Spending time with family and friends, playing board

  • Answered by AI
  • Q4. What would you expect from this company?
  • Ans. 

    I would expect a supportive work environment, opportunities for growth and development, and a commitment to excellence.

    • Supportive and collaborative team culture

    • Clear communication and feedback

    • Opportunities for professional development and advancement

    • Commitment to high-quality work and customer satisfaction

    • Competitive compensation and benefits package

  • Answered by AI
  • Q5. Questions related to family and past life?
  • Q6. Do you have any family member or friend in Bangalore?
  • Ans. 

    Yes, I have a cousin who lives in Bangalore.

    • I have a cousin who has been living in Bangalore for the past 5 years.

    • We keep in touch and he has shown me around the city during my visits.

    • He works in the IT industry and enjoys the vibrant culture of Bangalore.

  • Answered by AI
  • Q7. How will you find loop in the circular linked list?
  • Ans. 

    Loop in a circular linked list can be found using Floyd's cycle-finding algorithm.

    • Initialize two pointers, slow and fast, both pointing to the head of the linked list.

    • Move slow pointer by one node and fast pointer by two nodes in each iteration.

    • If there is a loop, both pointers will eventually meet at some point.

    • If there is no loop, fast pointer will reach the end of the linked list.

    • Time complexity of this algorithm is

  • Answered by AI
  • Q8. How will you perform pre-fix and post-fix operation for the given string expression?
  • Ans. 

    Pre-fix and post-fix operations can be performed on a string expression using appropriate operators.

    • Pre-fix operation involves placing the operator before the operand in the expression.

    • Post-fix operation involves placing the operator after the operand in the expression.

    • Examples of pre-fix operators include ++, --, !, and ~.

    • Examples of post-fix operators include ++ and --.

  • Answered by AI
  • Q9. What is data analytics(cause I had mentioned it on the resume)? Just explain the basic and tell them how it can help us make decision/inference
  • Ans. 

    Data analytics is the process of examining data sets to draw conclusions about the information they contain.

    • Data analytics involves collecting, cleaning, and analyzing data to identify patterns and trends.

    • It can help businesses make informed decisions by providing insights into customer behavior, market trends, and operational efficiency.

    • For example, a retail company can use data analytics to analyze sales data and ide...

  • Answered by AI
  • Q10. In my final year project I have used random forest. So he asked me to explain random forest. And other projects related questions
  • Q11. What is your strength and weakness? why J P Morgan Chase? What do you expect from this company? I am from Mechanical Engineering, so she asked me why non-core?
  • Ans. 

    Strengths include adaptability and teamwork. Weaknesses include public speaking. Non-core background allows for diverse perspective. JPMorgan Chase's reputation and opportunities attract me.

    • Strengths: adaptability, teamwork

    • Weakness: public speaking

    • Non-core background brings diverse perspective

    • Attracted to JPMorgan Chase's reputation and opportunities

  • Answered by AI
  • Q12. Few behavioral questions: What will you do if you have enough money and good idea to start your own company?
  • Ans. 

    I would pursue my entrepreneurial dream and start my own company.

    • I would conduct market research to validate my idea and identify potential competitors.

    • I would create a business plan outlining my goals, strategies, and financial projections.

    • I would secure funding through investors or loans.

    • I would assemble a team of talented individuals with diverse skills and experiences.

    • I would continuously evaluate and adapt my busi

  • Answered by AI
  • Q13. How would you resolve team conflict between your idea and other idea, supported by majority?
  • Ans. 

    I would listen to both sides, gather more information, and try to find a compromise that satisfies everyone.

    • Listen to both sides and understand their perspectives

    • Gather more information about both ideas

    • Try to find common ground and a compromise that satisfies everyone

    • Encourage open communication and respect for each other's ideas

    • Consider the potential impact and benefits of each idea

    • Involve a neutral third party if nec

  • Answered by AI

Interview Preparation Tips

Round: Resume Shortlist
Experience: The company came to our campus on day 3 and agreed to take walk-ins.
Therefore resume shortlisting was the procedure.
They had a cut off of 7 CGPA.
Tips: It would be good if you have some coding background with few projects. It could anything from class projects to your internships, extra-curricular or final year projects. Don't forget to mention what all programming language you know on your resume.

Round: Technical + HR Interview
Experience: The first round consists of two panels. One of them was asking HR. And the other was asking technical questions. They were just looking whether you have the basic technical knowledge and if given an offer you will join or not.
Tips: For technical knowledge, you can refer OOPs basic concepts, standard coding interview problems, geeksforgeeks, cracking the coding interview by Laxman Gayle etc. It would be better if you can first practice hr questions among your friends instead of going directly to interview. I found a youtube channel explains technical relatively easier and simpler way. you can follow that. Just try to show that you are interested in that company.
For HR questions, one can prepare from 64 HR questions.
For the basic OOPs concepts, one can read first 10 chapters from E.Balaguruswamy but any other OOPs book will also be fine.
Confidence is the key ace any interview!!

Round: HR Interview
Experience: This round was mainly to check your personality. He was trying to know whether you will fit in the company or not. Most of the question was from my personal life. They will see whether you are serious about your life or not.
Tips: Be ready to give them instances of your life where you did things differently. Try to show that you are passionate about the company. Try to show you have a clear vision in your life and working hard to achieve that.

Round: HR Interview
Experience: This round was just a formality. The HR from the second round interview introduced me to the third interviewer. He asked few question related to the family.
Tips: One important thing I would like to is that NEVER ASSUME THAT WHATEVER YOU TOLD TO YOUR PREVIOUS INTERVIEWER WILL BE KNOWN TO THE NEXT INTERVIEW. So, if you think some specific points will help you do good in an interview...just let him know. I could be anything your project, conference, paper presentation or your past life as well.

Skills: Programming, Object Oriented Programming (OOP) Basics, Team Working Ability, Passion, Data Strrutures, Algorithm
College Name: IIT Madras

Skills evaluated in this interview

Software Engineer Interview Questions & Answers

Barclays user image Shubham Srivastava

posted on 30 Jan 2016

Interview Preparation Tips

Round: Test
Experience: General aptitude consisted of quantitative questions .There were 6 questions and suggested time as 10 minutes. Questions were of easy level. Questions based on numbers,distance,time etc..Answers of general aptitude were to be written in textbox. eg ans is 4,write 4. there were no options in quant. Answers were integers an easy.
Technical comprehension involved two paragraphs and questions based on sql.
Logical analysis contained questions of logical deduction mainly.
Program tracing involved finding output of programs(mainly while loop and if else)..
Programming : There was only one question of programming(to be solved in 30 minutes). Code was given and was to be modified.Modification involved like , find out the least salary of employees,... (they used file input output and structures).

Tips: Practice basic aptitude.Concepts should be clear.
Duration: 90 minutes
Total Questions: 18

Skills: Basic C/C++, Logical Thinking, Logical Reasoning, General Aptitude
College Name: NIT Raipur

I applied via Campus Placement and was interviewed in Dec 2016. There were 3 interview rounds.

Interview Questionnaire 

3 Questions

  • Q1. Tested DSA and Aptitude
  • Q2. Checked design aspect questions
  • Q3. What do you know about company
  • Ans. 

    Company is a global technology company known for its innovative products and services.

    • Founded in 1976 by Steve Jobs, Steve Wozniak, and Ronald Wayne.

    • Known for products such as iPhone, iPad, Mac computers, and Apple Watch.

    • Offers services like Apple Music, iCloud, and Apple Pay.

    • Has a strong focus on design and user experience.

  • Answered by AI

Interview Preparation Tips

College Name: IIT Madras

Interview Preparation Tips

Round: Test
Experience: Study data interpretation (calculator allowed) and pattern puzzles

Round: Group Discussion
Experience: Two topics (have been same case studies for past 4 years now): - Mobile app improvement - Making a business decision

Round: HR Interview
Experience: Everything depends only on HR interview
Tips: Make a list of your strengths and an example for each!

Round: Technical Interview
Experience: Short, easy and basic questions asked about projects and DS. Pretty chilled

College Name: Sardar Patel Institute of Technology

Interview Questionnaire 

11 Questions

  • Q1. 1st technical round
  • Q2. How you will find the smallest of 4 numbers without using >.< and min function using java
  • Ans. 

    Finding smallest of 4 numbers without using >.< and min function in Java.

    • Initialize a variable with the first number

    • Compare it with the remaining numbers using if-else statements

    • If a smaller number is found, update the variable

    • Repeat until all numbers are compared

    • The final value of the variable will be the smallest number

  • Answered by AI
  • Q3. Write a code for palindrome
  • Ans. 

    Code for palindrome checking

    • Convert the input to lowercase to ignore case sensitivity

    • Use two pointers, one at the start and one at the end of the string

    • Compare the characters at both pointers and move them towards each other

    • If all characters match, it's a palindrome

  • Answered by AI
  • Q4. Write any javascript code
  • Ans. 

    Javascript code to display 'Hello World!' on the webpage

    • Create a new HTML file

    • Add a script tag with 'type' attribute set to 'text/javascript'

    • Inside the script tag, use document.write() to display 'Hello World!'

  • Answered by AI
  • Q5. Swap two number without using temperory variable
  • Ans. 

    Swap two numbers without using a temporary variable.

    • Use addition and subtraction to swap the values

    • Use XOR operator to swap the values

    • Use multiplication and division to swap the values

  • Answered by AI
  • Q6. How you will add 2 table
  • Ans. 

    To add 2 tables, we need to use a join operation on a common column.

    • Identify the common column between the tables

    • Choose the appropriate join type (inner, outer, left, right)

    • Write the SQL query to join the tables

    • Example: SELECT * FROM table1 INNER JOIN table2 ON table1.column = table2.column

  • Answered by AI
  • Q7. Difference between union and union all
  • Ans. 

    Union combines and removes duplicates, Union All combines all rows including duplicates.

    • Union is used to combine the result sets of two or more SELECT statements and remove duplicates.

    • Union All is used to combine the result sets of two or more SELECT statements and includes all rows, including duplicates.

    • Union is slower than Union All as it has to remove duplicates.

    • Union requires the same number of columns in all SELEC...

  • Answered by AI
  • Q8. They provide an instance, and tell us to write a query for that
  • Q9. Tell me about yourself
  • Q10. The worst situation during your internship period
  • Ans. 

    Being assigned a project with unrealistic deadlines and minimal guidance

    • Received a project with tight deadlines and unclear requirements

    • Struggled to meet the deadlines due to lack of guidance and support

    • Had to work long hours and weekends to try to complete the project

    • Learned the importance of clear communication and setting realistic expectations

  • Answered by AI
  • Q11. How you will overcome from that worst situation

Interview Preparation Tips

Round: Test
Experience: The question were not that much difficult. Many apti questions are easy. Technical was very easy for me.
The questions were fully based on java, c and SQL. 7 to 8 questions are from SQL. But all are straight forward questions. Other 2 sections were easy and any student who had a good sort of thinking ability can able to solve those questions.
Tips: Just refer all the basic topics in java, c and sql.
Duration: 60 minutes
Total Questions: 50

Round: Technical Interview
Experience: It was fully based on the final sem project which i was doing.
Since my project is company's employee portal, i was asked about that. They will dig into deep with respect to that project.
Tips: U should be aware of each and everything in your project which you are going to explain them. The question which they use to ask is really unpredictable.

Round: Technical Interview
Experience: This is pure technical round where i was asked the questions which is easy but takes time to think. Anyhow, i answered all these questions and get into the next round.
Tips: Logical thinking matters. Though questions look easier, sometimes we co calculate with wrong manner.
So keep calm and think in a broader manner.

Round: Technical Interview
Experience: Technical round with pure database stuffs. I was asked only few question in this. Since it was straight forward, i answered all the questions.

Round: HR Interview
Experience: Confidence really matters. Though i was not that much good in conversing, i spoke with brave and confidently which makes me to became a part of the barclays team.

General Tips: Be confident enough and answer them what you know.
Talking too much as well as taking less is also a problematic.
Skills: Logical thinking, Technical skills ( Especially about database )
College Name: MANIPAL INSTITUTE OF TECHNOLOGY, MANIPAL
Motivation: Credits should goes to my bro who motivates me to apply to this comapny.

Skills evaluated in this interview

I was interviewed in Dec 2016.

Interview Questionnaire 

5 Questions

  • Q1. Write the algorithm for reversing the string
  • Ans. 

    The algorithm reverses a given string.

    • Iterate through the string from the last character to the first character.

    • Append each character to a new string or an array in reverse order.

    • Return the reversed string or array.

  • Answered by AI
  • Q2. Write an algorithm to select the number between min and maximum from a number series and that number shouldn't be a multiple of 10
  • Q3. This was puzzle: you have 2 eggs and 100 floors. Eggs will start break beyond a particular floor. You can throw eggs from any of the floor. How will you minimise the total number of throws.
  • Q4. Assume yourself as CEO of a company. You have vacancies and you are conducting interviews. 4 candidates (1. An IITian, 2. A woman, 3. Gay, 4.Physically handicapped) are equally capable and qualified have a...
  • Ans. 

    As the CEO, I would select the candidate based on their qualifications and skills, regardless of their background or personal characteristics.

    • I would focus on the qualifications, skills, and experience of each candidate.

    • I would consider their ability to contribute to the company's goals and objectives.

    • I would ensure a fair and unbiased selection process.

    • I would prioritize diversity and inclusion in the workplace.

    • I woul...

  • Answered by AI
  • Q5. My interview was just after demonetization. So question was, assume you are CEO of Paytm. What will be your key values and what will be your strategy to add more customers.

Interview Preparation Tips

Round: Test
Experience: Aptitude part was pretty straightforward. Make sure you don't loose too much time on one question. Most of the questions were very easy. Number series, men working hours, probability and simple math calculations are enough to crack the test.
Coding part will definitely have one easy question (mostly will be on sorting algos). Basic coding knowledge is enough for this part.
Tips: Aptitude : Speed is the key. Since questions are easy, one who gets more than others will be shortlistled for the Interviews.
Coding: Make sure you solve atleast 1 problem correctly. And then try to attempt others.
Duration: 1 hour
Total Questions: 28

Round: Behavioural Interview
Experience: They also asked basic interview hr questions. Be prepared with your stories. If One of your story can make you look out of the stand, it will definitely work for this round. Strengths, weakness and where do you see yourself after 5 years.
Tips: Be confident. And be ready to defend your answers.

Skills: Math Puzzles, Algorithms And Data Structures, HR Skills, Inter Person Communication Skills
College Name: IIT Madras

Skills evaluated in this interview

Interview Preparation Tips

Round: Test
Experience: The written test was quite similar to the typical CAT pattern. It contained sections on Reading Comprehension, Data Interpretation and Mathematics.

Round: Technical + HR Interview
Experience: There were 2 interviewers in the first interview, one was a technical guy and the other was from HR. They asked me a few very simple puzzles, a few basic programming questions (swapping the value of two variables etc.), questions related to the development cycle of software products. The HR guy asked stuff like what do you want to achieve in life? Strengths, weaknesses etc.

Round: Case Study Interview
Experience: The third interview was the most important one (and I guess that was the deciding interview). The interviewer started with questions like why finance? Which companies are you sitting for? Then he gave me a case study:
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Goldman Sachs Interview FAQs

How many rounds are there in Goldman Sachs Associate Engineer interview?
Goldman Sachs interview process usually has 1-2 rounds. The most common rounds in the Goldman Sachs interview process are Technical and Coding Test.
What are the top questions asked in Goldman Sachs Associate Engineer interview?

Some of the top questions asked at the Goldman Sachs Associate Engineer interview -

  1. Find the missing number in the array? Array size is of n-1 and contains 1 to n...read more
  2. Find the number of parenthesis have to be removed to make it a valid parenthesi...read more
  3. Find the maximum sub-array having continues numbers(i,i+1,i+2...read more

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Goldman Sachs Associate Engineer Interview Process

based on 2 interviews

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Goldman Sachs Associate Engineer Salary
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₹12.6 L/yr - ₹40.9 L/yr
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