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JPMorgan Chase & Co. ml engineer Interview Questions and Answers

Updated 8 Jan 2025

JPMorgan Chase & Co. ml engineer Interview Experiences

1 interview found

ml engineer Interview Questions & Answers

user image Spatika Krishnan

posted on 8 Jan 2025

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

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

Round 1 - Case Study 

One case study, had to build a system design around it

Round 2 - Coding Test 

Live coding pandas, codesignal

ml engineer Jobs at JPMorgan Chase & Co.

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Interview questions from similar companies

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

(2 Questions)

  • Q1. What is t test?
  • Ans. 

    T test is a statistical test used to determine if there is a significant difference between the means of two groups.

    • T test is used to compare the means of two groups to see if they are significantly different.

    • It is commonly used in hypothesis testing to determine if there is a significant difference between two sample means.

    • There are different types of t tests such as independent samples t test, paired samples t test, ...

  • Answered by AI
  • Q2. What is central limit theorem?
  • Ans. 

    Central Limit Theorem states that the sampling distribution of the sample mean approaches a normal distribution as the sample size increases.

    • Central Limit Theorem is a fundamental concept in statistics that states that the distribution of sample means approximates a normal distribution, regardless of the shape of the original population distribution.

    • It is important in inferential statistics as it allows us to make infe...

  • Answered by AI
Round 2 - One-on-one 

(2 Questions)

  • Q1. What is auc roc curve?
  • Ans. 

    AUC ROC curve is a graphical representation of the performance of a classification model.

    • AUC stands for Area Under the Curve and ROC stands for Receiver Operating Characteristic.

    • It is used to evaluate the performance of binary classification models.

    • The curve plots the true positive rate against the false positive rate at various threshold settings.

    • A perfect model would have an AUC ROC score of 1, while a random model w

  • Answered by AI
  • Q2. What is gini index?
  • Ans. 

    Gini index is a measure of inequality in a set of values, often used in decision tree algorithms.

    • Gini index ranges from 0 (perfect equality) to 1 (maximum inequality).

    • It is commonly used in decision trees to determine the impurity of a node.

    • A lower Gini index indicates a more homogeneous set of values.

    • Formula: Gini Index = 1 - (sum of squared probabilities of each class in the node).

  • Answered by AI

Skills evaluated in this interview

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

Medium leetcode question on array list

Round 2 - One-on-one 

(4 Questions)

  • Q1. Core java and collections, exceptions and threading
  • Q2. Core java collections
  • Q3. Multi threading
  • Q4. Executor framework
Round 3 - One-on-one 

(1 Question)

  • Q1. Threading related questions
Interview experience
5
Excellent
Difficulty level
Hard
Process Duration
2-4 weeks
Result
Selected Selected

I applied via Approached by Company and was interviewed in Sep 2024. There were 5 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. Multi threading print odd even with 2 threads but output should be in sync
  • Q2. Largest common prefix in string array
Round 2 - Technical 

(2 Questions)

  • Q1. Saga pattern in microservice
  • Q2. API validation and security
Round 3 - Technical 

(2 Questions)

  • Q1. Micro service inter communication
  • Q2. Hash map hash set implementation
Round 4 - One-on-one 

(3 Questions)

  • Q1. Validation frame work .
  • Q2. Design pattern , .
  • Q3. Singleton pattern and how to break
Round 5 - HR 

(2 Questions)

  • Q1. Negotiation on package .
  • Q2. Why to join here
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via LinkedIn and was interviewed in Oct 2024. There were 5 interview rounds.

Round 1 - Coding Test 

Test was for Web Development - React
75min test
3 Questions
1 Coding Question
2 Scenario based questions

Round 2 - Technical 

(2 Questions)

  • Q1. React Optimization techniques
  • Q2. React Advantages
Round 3 - Behavioral 

(1 Question)

  • Q1. How to debug in production environment?
Round 4 - Behavioral 

(1 Question)

  • Q1. Challenges faced during work and how you overcome?
Round 5 - HR 

(1 Question)

  • Q1. Why you choose Wells fargo over other offers?
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via Naukri.com and was interviewed in Nov 2024. There were 2 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. What is list comprehension
  • Ans. 

    List comprehension is a concise way to create lists in Python by applying an expression to each item in an iterable.

    • List comprehension is written inside square brackets []

    • It consists of an expression followed by a for clause, then zero or more if clauses

    • Example: squares = [x**2 for x in range(10)]

  • Answered by AI
  • Q2. Explain spark architecture
  • Ans. 

    Apache Spark is a distributed computing system that provides an interface for programming entire clusters with implicit data parallelism and fault tolerance.

    • Apache Spark follows a master-slave architecture with a driver program that communicates with a cluster manager to distribute work across worker nodes.

    • It uses Resilient Distributed Datasets (RDDs) as the basic data structure, which are immutable distributed collect...

  • Answered by AI
Round 2 - Coding Test 

Write code for palindtomr

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

I applied via Campus Placement and was interviewed in Aug 2024. There were 2 interview rounds.

Round 1 - Coding Test 

1 coding question based on DP for 25 minutes and 30 MCQs on Java , OOPS and code snippet questions also some basic questions based on trees like number of leaf nodes in a complete binary tree with n nodes.

Round 2 - Technical 

(3 Questions)

  • Q1. Write code for finding palindrome of a string
  • Ans. 

    Code to find palindrome of a string

    • Iterate through the string from both ends and compare characters

    • Use two pointers, one starting from the beginning and one from the end

    • If characters at both pointers match, continue checking until they meet in the middle

    • If all characters match, the string is a palindrome

  • Answered by AI
  • Q2. What is dynamic memory allocation in Java
  • Ans. 

    Dynamic memory allocation in Java refers to the process of allocating memory for objects at runtime.

    • Dynamic memory allocation allows for objects to be created and destroyed during program execution.

    • The 'new' keyword is used to dynamically allocate memory for objects in Java.

    • Dynamic memory allocation helps in managing memory efficiently by allocating memory only when needed.

    • Example: int[] arr = new int[5]; dynamically a

  • Answered by AI
  • Q3. You are designing an e commerce website which database will you choose and what will you use for authentication given that you can't use JWT or even third party like Google authentication
  • Ans. 

    I would choose a relational database like MySQL and implement a custom authentication system using session management.

    • Choose a relational database like MySQL for storing user data, product information, and orders.

    • Implement a custom authentication system using session management to securely authenticate users without JWT or third-party services.

    • Use encryption techniques to store and validate user passwords securely.

    • Util...

  • Answered by AI

Skills evaluated in this interview

Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Naukri.com and was interviewed in Jul 2024. There was 1 interview round.

Round 1 - Technical 

(4 Questions)

  • Q1. What is the difference between normal and arrow functions
  • Ans. 

    Arrow functions are more concise and have a lexical 'this' binding compared to normal functions.

    • Arrow functions do not have their own 'this' keyword, they inherit it from the parent scope.

    • Arrow functions do not have their own 'arguments' object.

    • Arrow functions cannot be used as constructors with 'new'.

    • Arrow functions are more concise and have implicit return when no curly braces are used.

  • Answered by AI
  • Q2. All basic JS Questions to cover Hoisting closure
  • Q3. They asked to show me an example using the API call
  • Q4. Difference between forEach and Map
  • Ans. 

    forEach is used to iterate over an array and perform a function on each element, while map creates a new array by applying a function to each element.

    • forEach does not return a new array, while map does

    • forEach does not modify the original array, while map creates a new array

    • forEach is used for side effects, while map is used for transformation

    • Example: forEach - array.forEach(item => console.log(item)), map - const newAr

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Cover JS basics

Skills evaluated in this interview

Interview experience
2
Poor
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Not Selected

I applied via LinkedIn and was interviewed in Aug 2024. There were 2 interview rounds.

Round 1 - Technical 

(1 Question)

  • Q1. Describe your work in current project
  • Ans. 

    I am currently working on developing a web application for a client in the e-commerce industry.

    • Developing front-end using React.js and back-end using Node.js

    • Implementing payment gateway integration for seamless transactions

    • Optimizing website performance for better user experience

  • Answered by AI
Round 2 - Technical 

(1 Question)

  • Q1. Describe the current design of the project
  • Ans. 

    The current design of the project is a microservices architecture with a front-end built using React and a back-end using Node.js.

    • Microservices architecture is used for scalability and flexibility

    • Front-end is developed using React for a dynamic user interface

    • Back-end is built with Node.js for server-side logic

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Managerial round interviewers were very rude and felt like they were forced to take interview.
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Aptitude Test 

Aptitude was very basic.

Round 2 - Technical 

(2 Questions)

  • Q1. What is constant?
  • Ans. 

    A constant is a value that does not change during the execution of a program.

    • Constants are used to store values that remain the same throughout the program.

    • They are declared using the 'const' keyword in many programming languages.

    • Examples include mathematical constants like pi (3.14159) or physical constants like the speed of light (299,792,458 m/s).

  • Answered by AI
  • Q2. What is object oriented programming?
  • Ans. 

    Object oriented programming is a programming paradigm based on the concept of objects, which can contain data and code.

    • Objects are instances of classes, which define the structure and behavior of the objects.

    • Encapsulation, inheritance, and polymorphism are key principles of object oriented programming.

    • Example: Inheritance allows a subclass to inherit attributes and methods from a superclass.

  • Answered by AI
Round 3 - HR 

(2 Questions)

  • Q1. Salary Negotiation
  • Q2. Work culture description
  • Ans. 

    Our work culture is collaborative, innovative, and focused on continuous learning and growth.

    • Encourages teamwork and open communication

    • Emphasizes creativity and problem-solving

    • Provides opportunities for professional development

    • Values diversity and inclusion

    • Promotes a healthy work-life balance

  • Answered by AI

Skills evaluated in this interview

JPMorgan Chase & Co. Interview FAQs

How many rounds are there in JPMorgan Chase & Co. ml engineer interview?
JPMorgan Chase & Co. interview process usually has 2 rounds. The most common rounds in the JPMorgan Chase & Co. interview process are Case Study and Coding Test.
How to prepare for JPMorgan Chase & Co. ml engineer 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 JPMorgan Chase & Co.. The most common topics and skills that interviewers at JPMorgan Chase & Co. expect are Agile Coaching, Python, Financial Services, Machine Learning and Data Mining.

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JPMorgan Chase & Co. ml engineer Interview Process

based on 1 interview

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5
  
Excellent
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JPMorgan Chase & Co. ml engineer Salary
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₹12.9 L/yr - ₹20.5 L/yr
68% more than the average ml engineer Salary in India
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Lead AI/ML Engineer

Bangalore / Bengaluru

3-9 Yrs

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