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Goldman Sachs Interview Questions, Process, and Tips
Top Goldman Sachs 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 moreasked in Analyst interview
- Q2. Replace Node With Depth Problem Statement For a given Binary Tree of integers, replace each of its data with the depth of the tree. The root is at depth 0, hence the roo ...read moreasked in Software Developer Intern interview
- Q3. Word Search Problem Statement Given a two-dimensional grid of size N x M consisting of upper case characters and a string 'WORD', determine how many times the 'WORD' app ...read moreasked in Software Analyst interview
Goldman Sachs Interview Experiences
376 interviews found
UTkarsh
I applied via Company Website and was interviewed before Feb 2023. There were 2 interview rounds.
Difficulty level - medium
(4 Questions)
- Q1. How to improve model performance beyond hyperopt?
- Ans.
To improve model performance beyond hyperopt, consider ensemble methods, feature engineering, and data augmentation.
Implement ensemble methods like bagging, boosting, or stacking to combine multiple models.
Perform feature engineering to create new informative features or transform existing ones.
Apply data augmentation techniques to increase the size and diversity of the training data.
Consider using advanced algorithms ...
- Q2. Difference between xgboost and gbm
- Ans.
XGBoost is an optimized version of Gradient Boosting Machine (GBM) with additional features and improvements.
XGBoost is a scalable and efficient implementation of gradient boosting algorithm.
XGBoost uses a more regularized model formalization to control overfitting.
XGBoost supports parallel processing and can handle large datasets.
XGBoost provides built-in regularization techniques like L1 and L2 regularization.
XGBoost...
- Q3. How to tune the model performance?
- Ans.
To tune model performance, adjust hyperparameters, preprocess data, increase training data, and use ensemble methods.
Adjust hyperparameters such as learning rate, regularization, and batch size.
Preprocess data by scaling, normalizing, or handling missing values.
Increase training data to reduce overfitting and improve generalization.
Use ensemble methods like bagging or boosting to combine multiple models.
Perform cross-v...
- Q4. How to handle class imbalance
- Ans.
Handling class imbalance involves techniques such as resampling, adjusting class weights, and using ensemble methods.
Resampling techniques like oversampling the minority class or undersampling the majority class can help balance the classes.
Adjusting class weights during model training can give more importance to the minority class.
Using ensemble methods like bagging or boosting can improve the performance on imbalance...
Skills evaluated in this interview
Top Goldman Sachs Associate Interview Questions and Answers
Associate Interview Questions asked at other Companies
Anonymous
(6 Questions)
- Q1. What are the aml and kyc requirements?
- Ans.
AML and KYC requirements are regulations that financial institutions must follow to prevent money laundering and verify the identity of their customers.
AML (Anti-Money Laundering) requirements involve monitoring transactions, reporting suspicious activities, and conducting customer due diligence.
KYC (Know Your Customer) requirements involve verifying the identity of customers, assessing their risk level, and maintainin...
- Q2. Why should we hire you, briefly describe a scenario where you would showcase a different skill or talent compared with your fellow employees?
- Ans.
I have a strong attention to detail and analytical skills that set me apart from my colleagues.
I have a proven track record of accurately identifying and resolving discrepancies in KYC documentation.
I excel at conducting thorough research and analysis to ensure compliance with regulations.
My ability to effectively communicate complex information to stakeholders sets me apart in team collaborations.
- Q3. Strength and weakness?
- Ans.
Strength: attention to detail, Weakness: perfectionism
Strength: Ability to meticulously review documents and identify discrepancies
Strength: Strong analytical skills to detect potential risks or fraudulent activities
Weakness: Striving for perfection may lead to spending too much time on a task
Weakness: Difficulty in delegating tasks due to desire for everything to be done perfectly
- Q4. Project and achievements?
- Ans.
Implemented a new KYC process resulting in 30% reduction in onboarding time and 20% decrease in errors.
Led a team to revamp KYC procedures and systems
Introduced automation tools to streamline verification process
Trained staff on updated KYC regulations and best practices
- Q5. Are you a team player? What do you do when you don’t get along with certain colleagues? How do you manage conflict resolution?
- Ans.
Yes, I am a team player. I believe in open communication and collaboration. When conflicts arise, I address them directly and seek resolution.
I believe in open communication and collaboration within the team.
I address conflicts directly and seek resolution through constructive conversations.
I focus on finding common ground and working towards a solution that benefits the team as a whole.
- Q6. Provide a situation where you might have failed previously? What has that experience taught you?
- Ans.
I failed to meet a deadline due to poor time management.
Underestimated the time needed for a project
Did not prioritize tasks effectively
Learned to create a detailed schedule and set realistic deadlines
General English grammar knowledge and some calculations
(6 Questions)
- Q1. CTC and expected salary details?
- Q2. No you cannot negotiate and end up taking what they give you!
- Q3. No relocation time, do it during weekends
- Q4. No target compensation or other benefits
- Q5. If ur employed through agency or consultancy you will be always a contingent and treated less than permanent employees
- Q6. 12 hours a day, 6 days a week, no social or life balance
Interview Preparation Tips
KYC Specialist Interview Questions asked at other Companies
I applied via LinkedIn and was interviewed in Nov 2024. There were 3 interview rounds.
This was a coderpad round where I solved python coding problem and SQL queries.
(2 Questions)
- Q1. The Interviewer discussed my resume in detail and discussed the projects.
- Q2. Problems faced in project and solutions implemented.
(1 Question)
- Q1. Conversational round focused on team collaboration and problem solving
Data Engineer Interview Questions asked at other Companies
Ms. Pruthvi Alva
(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
(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
(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
Top Goldman Sachs Analyst Interview Questions and Answers
Analyst Interview Questions asked at other Companies
Goldman Sachs interview questions for popular designations
Selected
Typical DSA round with one easy and one medium question
Dsa round with 2 coding questions both medium level one on dp and other on graph
(2 Questions)
- Q1. Design Parking System
- Ans.
Design a parking system for efficient and organized parking.
Consider different types of parking spaces (e.g. regular, compact, handicap)
Implement a ticketing system for tracking parked cars
Incorporate sensors for real-time monitoring of available spaces
Include a payment system for paid parking spots
Design a user-friendly interface for drivers to easily find parking spots
- Q2. Sytstem design
Vice President Engineering Interview Questions asked at other Companies
Get interview-ready with Top Goldman Sachs Interview Questions
Yann Djoumessi
Selected
I applied via Company Website and was interviewed in Oct 2024. There were 3 interview rounds.
It was an Online assessment composed of two parts: A Mathematical part and a Coding question.
(2 Questions)
- Q1. How do you handle stressful situations ?
- Q2. Explain recursion
- Ans.
Recursion is a programming technique where a function calls itself in order to solve a problem.
Recursion involves breaking down a problem into smaller subproblems and solving them recursively.
A base case is needed to stop the recursion and prevent infinite loops.
Examples of recursive functions include factorial calculation and Fibonacci sequence generation.
(2 Questions)
- Q1. Leetcode Question on Grid traversal
- Q2. Leetcode design system with EC2 instance Fleet
- Ans.
Design a system using EC2 instance Fleet on Leetcode platform
Utilize EC2 instance Fleet to manage a group of EC2 instances for scalability and cost-efficiency
Implement load balancing to distribute incoming traffic across multiple EC2 instances
Use auto-scaling to automatically adjust the number of EC2 instances based on traffic demand
Monitor system performance and health using CloudWatch metrics and alarms
Skills evaluated in this interview
Summer Intern Analyst Interview Questions asked at other Companies
Jobs at Goldman Sachs
Selected
Coding test in python
(1 Question)
- Q1. General qs regarding dcf, corp finance, valuation
(1 Question)
- Q1. Similar to previous rounds
Top Goldman Sachs Analyst Interview Questions and Answers
Analyst Interview Questions asked at other Companies
I applied via Approached by Company and was interviewed in Nov 2024. There were 3 interview rounds.
2 hard DSA questions
2 dsa questions were asked.
prefix search
binary tree camera
Parling lot low level design
Associate Software Engineer Interview Questions asked at other Companies
I applied via Company Website and was interviewed in Jun 2024. There were 2 interview rounds.
(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.
- 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.
(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]
- 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.
Interview Preparation Tips
Skills evaluated in this interview
Associate Engineer Interview Questions asked at other Companies
I applied via Campus Placement and was interviewed in Sep 2024. There were 4 interview rounds.
Questions were asked on data interpretation
25 mins of gd
topic:AI boon or bane to jobs
(2 Questions)
- Q1. Sql queries on join
- Q2. Puzzle on probability
(1 Question)
- Q1. Finance questions , basic HR questions
Interview Preparation Tips
do a course on finance if possible
Top Goldman Sachs Analyst Interview Questions and Answers
Analyst Interview Questions asked at other Companies
Jalay Shah
Selected
I applied via Approached by Company and was interviewed in May 2024. There were 4 interview rounds.
(2 Questions)
- Q1. Company information and self introduction in brief
- Q2. Complete technical questions and process related knowledge was tested
(2 Questions)
- Q1. Major accomplishments and situational questions to test leadership qualities
- Q2. Tested rigorously by giving managerial scenarios
(2 Questions)
- Q1. Why Goldman Sachs and what makes you leave Morgan Stanley
- Ans.
I chose Goldman Sachs for its global reach and diverse opportunities. I left Morgan Stanley to pursue new challenges and growth.
Goldman Sachs offers a wider range of global opportunities compared to Morgan Stanley
I was seeking new challenges and growth that I believed Goldman Sachs could provide
I was attracted to the diverse and innovative culture at Goldman Sachs
- Q2. How will you handle a team with no experience previously and how will you deal with credit card again as no experience on the same.
- Ans.
I will provide training and guidance to help the team learn and adapt to handling credit card transactions.
Provide thorough training on credit card processing procedures
Offer guidance and support as team members gain experience
Implement regular check-ins and feedback sessions to address any challenges
Encourage open communication and a collaborative team environment
Utilize resources such as online tutorials or industry
(2 Questions)
- Q1. This was with an MD and India Head
- Q2. Just testing character as human and the qualities that you possess for a role of this stature
Interview Preparation Tips
Top Goldman Sachs Associate Interview Questions and Answers
Associate Interview Questions asked at other Companies
Top trending discussions
Goldman Sachs Interview FAQs
Some of the top questions asked at the Goldman Sachs interview -
The duration of Goldman Sachs interview process can vary, but typically it takes about less than 2 weeks to complete.
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Goldman Sachs Interviews By Designations
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Interview Questions for Popular Designations
Goldman Sachs Interview Process
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