Add office photos
i
Deloitte
CompareProud winner of ABECA 2024 - AmbitionBox Employee Choice Awards
Filter interviews by
Deloitte Data Scientist Interview Questions, Process, and Tips
Top Deloitte Data Scientist Interview Questions and Answers
- Q1. Are all the decision trees same in a random forest ?
- Q2. How will you handle class imbalanced dataset to increase the f1 score ?
- Q3. What is biasing and what is overfitting and underfitting
Deloitte Data Scientist Interview Experiences
19 interviews found
DBT learn
Selected
I applied via Job Portal and was interviewed before Jul 2023. There was 1 interview round.
Simple aptitude test with mcqs. No stress
Interview Preparation Tips
- machine learning
- data science
Anonymous
(2 Questions)
- Q1. Project Description and basic concepts related to data science and machine learning.
- Q2. Describe project u have done. Which algorithm is your favourite?
Interview Preparation Tips
Listen the questions calmly and then answer like story teller
Selected
I applied via LinkedIn and was interviewed before Nov 2023. There was 1 interview round.
(2 Questions)
- Q1. Explain about poisson distribution
- Ans.
Poisson distribution is a probability distribution that expresses the likelihood of a given number of events occurring in a fixed interval of time or space.
Describes the number of events that occur in a fixed interval of time or space
Events are independent of each other
Average rate of occurrence is constant
Examples: number of emails received in an hour, number of customers arriving at a store in a day
- Q2. Explain about bias variance trade off
- Ans.
Bias-variance trade off is the balance between underfitting and overfitting in machine learning models.
Bias refers to the error introduced by approximating a real-world problem, leading to underfitting.
Variance refers to the model's sensitivity to fluctuations in the training data, leading to overfitting.
Finding the right balance between bias and variance is crucial for creating a model that generalizes well to unseen ...
Interview Preparation Tips
Skills evaluated in this interview
What people are saying about Deloitte
(2 Questions)
- Q1. What are optimizers
- Ans.
Optimizers are algorithms used to adjust the parameters of a model to minimize the error between predicted and actual values.
Optimizers are used in machine learning to improve the accuracy of models.
They work by adjusting the weights and biases of a model during training.
Common optimizers include Gradient Descent, Adam, and RMSprop.
The choice of optimizer depends on the type of problem and the characteristics of the da...
- Q2. What is RELU and activation functions
- Ans.
RELU is an activation function used in neural networks to introduce non-linearity.
RELU stands for Rectified Linear Unit.
It is a simple function that returns the input if it is positive, and 0 otherwise.
It is commonly used in deep learning models due to its simplicity and effectiveness.
Other activation functions include sigmoid, tanh, and softmax.
Skills evaluated in this interview
Deloitte interview questions for designations
Selected
I applied via Recruitment Consulltant and was interviewed before Jun 2023. There were 5 interview rounds.
(2 Questions)
- Q1. What is homoscedasticity
- Ans.
Homoscedasticity refers to the assumption that the variance of errors is constant across all levels of the independent variable.
Homoscedasticity is a key assumption in linear regression analysis.
It indicates that the residuals (errors) have constant variance.
If the residuals exhibit a pattern where the spread of points increases or decreases as the predicted values increase, it violates the assumption of homoscedastici...
- Q2. What is biasing and what is overfitting and underfitting
- Ans.
Biasing is the error due to overly simplistic assumptions in the learning algorithm. Overfitting is when a model is too complex and fits the training data too closely, leading to poor generalization. Underfitting is when a model is too simple to capture the underlying structure of the data.
Biasing occurs when a model has high error on both training and test data due to oversimplified assumptions.
Overfitting happens whe...
(2 Questions)
- Q1. Tell me about your project and your role into it
- Q2. What do you understand by Deep learning neural networks
- Ans.
Deep learning neural networks are a type of artificial neural network with multiple layers, used for complex pattern recognition.
Deep learning neural networks consist of multiple layers of interconnected nodes, allowing for more complex patterns to be learned.
They are capable of automatically learning features from data, eliminating the need for manual feature engineering.
Examples include Convolutional Neural Networks ...
(2 Questions)
- Q1. Speaking in English
- Q2. Reading Writing
(2 Questions)
- Q1. Where do you want to join?
- Q2. What is your expected ctc?
- Ans.
I am looking for a competitive salary based on industry standards and my experience.
Research industry standards for Data Scientist salaries
Consider my level of experience and skills when determining salary expectations
Be open to negotiation based on the overall compensation package offered
(2 Questions)
- Q1. What you can do as a Data Scientist
- Q2. Tell me your strengths and weaknesses
Interview Preparation Tips
Skills evaluated in this interview
Get interview-ready with Top Deloitte Interview Questions
I applied via Referral and was interviewed in Jun 2022. There were 2 interview rounds.
(2 Questions)
- Q1. Python programming.(List) SQL. Statistics.(Basics like CLT and Hypothesis Testing).
- Q2. Question related to time series analysis. Program to detect outlier in time series.
Interview Preparation Tips
I applied via Naukri.com and was interviewed in Jun 2022. There were 3 interview rounds.
(1 Question)
- Q1. Question were asked pertaining to Mathematics behind ML algorithm
(1 Question)
- Q1. Scenario based NLP Machine Learning Question
(1 Question)
- Q1. Joining and salary Negotiations
Interview Preparation Tips
You need not know all of them. But whatever you know you need to know at depth.
(1 Question)
- Q1. Confusion Matrix, RoC curve
Interview Preparation Tips
Interview Preparation Tips
Experience: There were 3 rounds, All related to statistics and machine learning and whatever stuffs I had mentioned in my resume. HR round was not there. The partner of the firm just briefed me a bit about the company and asked me to relax without asking any questions in the third round.
Tips: Interview will be fun if you are thorough about your resume and it will be a cakewalk to you.
General Tips: Do's :
1. Prepare for Aptitude very seriously. Puzzles are important but aptitude is must.
2. Be thorough about everything you had specified in your resume
3. Be honest while creating your resume (It helps a lot)
Don'ts :
1. Don't get broken if you are not getting selected in Day 1 or 2 or so.
2. Don't over-prepare for case interviews, they are fairly simple.
Final Tips :
Be confident about yourself. Your attitude in the interview matters a lot. And don't lie even a bit in your resume. Many got selected with a poor resume than those with huge exaggerations.
College Name: IIT Kanpur
Deloitte Interview FAQs
Tell us how to improve this page.
Deloitte Interviews By Designations
- Deloitte Consultant Interview Questions
- Deloitte Analyst Interview Questions
- Deloitte Senior Consultant Interview Questions
- Deloitte Associate Analyst Interview Questions
- Deloitte Assistant Manager Interview Questions
- Deloitte Tax Consultant Interview Questions
- Deloitte Business Analyst Interview Questions
- Deloitte Business Technology Analyst Interview Questions
- Show more
Interview Questions for Popular Designations
- Senior Data Scientist Interview Questions
- Decision Scientist Interview Questions
- Jr. Data Scientist Interview Questions
- Associate Data Scientist Interview Questions
- Data Scientist Intern Interview Questions
- Lead Data Scientist Interview Questions
- Trainee Decision Scientist Interview Questions
- Research Scientist Interview Questions
- Show more
Deloitte Data Scientist Interview Process
based on 13 interviews in last 1 year
1 Interview rounds
- Technical Round
People are getting interviews through
Data Scientist Interview Questions from Similar Companies
Fast track your campus placements
Deloitte Data Scientist Reviews and Ratings
based on 20 reviews
Rating in categories
|
Consultant
32.8k
salaries
|  ₹6.2 L/yr - ₹23 L/yr |
|
Senior Consultant
20.9k
salaries
| ₹11 L/yr - ₹42 L/yr |
|
Analyst
13.9k
salaries
| ₹3.8 L/yr - ₹12.5 L/yr |
|
Assistant Manager
9.9k
salaries
| ₹7.6 L/yr - ₹24 L/yr |
|
Manager
7k
salaries
| ₹15.7 L/yr - ₹52 L/yr |
Accenture
PwC
Ernst & Young
Cognizant
Calculate your in-hand salary
- Home >
- Interviews >
- Deloitte Interview Questions >
- Deloitte Data Scientist Interview Questions
