Candidates applying for Data Scientist roles take an average of 14 days to get hired, when considering 1 user submitted interviews for this role. To compare, the hiring process at Deloitte overall takes an average of 27 days.
Common stages of the interview process at Deloitte as a Data Scientist according to 1 Glassdoor interviews include:
One on one interview: 100%
Here are the most commonly searched roles for interview reports -
I applied online. I interviewed at Deloitte (Neu-Delhi) in Nov 2021
Interview
Level of interview was good.First two round Round Technical Round 3rd Round was Techno Managerial round. 4th Round was HR round.
First round cover all the basics question regarding Machine Learning/Deep learning and questions related to resume.
Interview questions [1]
Question 1
1. Difference between likelihood and Probability
2. Losses in classification and regression
3. Loss in Naive Bayes
4. LSTM internal working/activation function used
5. Activation function
6. How to cater vanishing gradient problem and exploding gradient problem
7. What is log loss
8. Posterior probability
9. Difference between batch normalisation and normalisation
10. Statistical test
I applied online. The process took 2 weeks. I interviewed at Deloitte in Nov 2021
Interview
Hr said next round interview would be in a week. Then position was withdrawn . Hr interview included background and previous projects you had been worked and visa status. They don’t support h1b visa for this position
I applied online. The process took 3 weeks. I interviewed at Deloitte (Toronto, ON) in Oct 2021
Interview
There were 4 rounds.
The first one was a resume screening. They had guaranteed that the resume would be evaluated by a person and not using AI.
Then there was a motivational interview conducted via Hirevue. Your standard questions like tell me about yourself etc. Again, this was a recorded interview. You were asked a question, given 30 seconds to think about it and a slot of 3 minutes to answer. There were also a couple of written questions to answer which also had around 10 minutes as the time limit. They were expected to be a little more descriptive. One of the questions I was asked - Why Deloitte? And why you (for this role)?
The second round was a technical interview where I was asked hardcore statistics related questions (what is the wilk-shapiro measure? , X-Y axes of ROC curves, metrics for evaluating skewed data etc.) I was also asked basic probability related questions. Finally, you had to orally create a few SQL queries. Again, not that advanced, just using a few aggregate functions. Lastly, I also had to talk about a project I had done.
The final round was a behavioral interview where I was described a scenario and was asked what I would do. For example: What would you do if your client deadlines are definitely not going to be met? How do you handle your manager as well as the client? What would you do to prevent it in the future? Why do you think it happened in the first place?
What would you do if your client deadlines are definitely not going to be met? How do you handle your manager as well as the client? What would you do to prevent it in the future? Why do you think it happened in the first place?