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Bosch Global Software Technologies Senior Data Scientist Interview Questions and Answers
Updated
6 May 2024
1 interview found
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Anonymous
Interview experience
Excellent
Difficulty level
Moderate
Duration
Less than 2 weeks
Result
Not Selected
I applied via Approached by Company and was interviewed in Apr 2024.
1 Interview Round
1
Coding Test Round
Python Interview questions on list and vectors
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1w
a technical project manager
Deadend
Hi,
I'm here to share a part of my journey from the past 12 years in my career, I started from a package of 3.6LPA in 2013 at iGate and due to a few bad decisions on my career and worthless advices from people who are always pessimistic about the industry, I switched two companies and landed in a start-up with 2.4LPA.
I worked hard nearly 8-16hrs a day single handed researched, built and managed an entire vertical of a project for 8 years. When the company didn't value my contribution and thought I was too young to become a manager, I had a package of 6LPA and Senior developer in designation.
I switched for obvious reasons to a TL role for 12LPA and now at the same company I'm a TPM on the basis of my contribution with 48LPA as a fixed component.
I feel outclassed in terms of having a fancy CV with certifications, I feel like CTC has hit a peak with 48LPA being fixed and nearly 40% in Variable. Most companies are hesitant to hire me because of this.
What should be my next move?
Got a question about Bosch Global Software Technologies?
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Interview questions from similar companies
Interview experience
Bad
Difficulty level
Easy
Duration
Less than 2 weeks
Result
No response
I applied via Company Website and was interviewed in Jul 2024.
1 Interview Round
1
Technical Round (6 Questions)
- Q1. Asked Algorithms used in the project (No follow-up on mentioned algorithms, cut-off mid-explanation of business problem, scale, and solution wanting to know jus...read more Add Answer
- Q2. Count all pairs of numbers from a list where the ending digit of the ith number equals the starting digit of the jth number. Example [122, 21, 21, 23] should ha...read more View Answers (1)
- Q3. Interpretation of graphs, the first graph had perpendicular lines from the error to the fitted line and the second graph had lines from the error to the fitted ...read more View Answers (1)
- Q4. What does np.einsum() do View Answers (1)
- Q5. How to generate random numbers using numpy, what is the difference between numpy.random.rand and numpy.random.randn View Answers (1)
- Q6. Difference between logit and probabilities in deep learning View Answers (1)
Interview Preparation Tips
Interview preparation tips for other job seekers - The interview seems to be designed for freshers, so brush up on libraries, and the functions inside them (utilization not the working).
No mathematics/statistics/probability/algorithm is discussed in terms of implementations, or enhancements.
No mathematics/statistics/probability/algorithm is discussed in terms of implementations, or enhancements.
Interview experience
Good
Difficulty level
Moderate
Duration
Less than 2 weeks
Result
No response
I applied via Company Website and was interviewed in Mar 2024.
2 Interview Rounds
1
Coding Test Round
1 hour, overall data science related, codility
2
Technical Round (2 Questions)
- Q1. What is data science? View Answers (1)
- Q2. Simple answer to this question Add Answer
Interview experience
Excellent
Difficulty level
Moderate
Duration
Less than 2 weeks
Result
No response
I applied via Recruitment Consulltant and was interviewed in Oct 2024.
1 Interview Round
1
Technical Round (1 Question)
- Q1. How to ensure scalability Add Answer
Interview experience
Good
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
Technical Round (3 Questions)
- Q1. About projects and then questions related to ML and DL. Mostly focused on DL part Add Answer
- Q2. What is the difference between Adam optimizer and Gradient Descent Optimizer? View Answers (1)
- Q3. When to use Relu and when not? View Answers (1)
Interview experience
Excellent
Difficulty level
Moderate
Duration
2-4 weeks
Result
No response
I applied via Referral and was interviewed in Oct 2023.
2 Interview Rounds
1
Coding Test Round
SQL coding test on HackerRank. Also some questions on previous experience
2
Assignment Round
Case study on a data project
Interview Preparation Tips
Interview preparation tips for other job seekers - Be well prepared
Interview experience
Average
Difficulty level
Moderate
Duration
2-4 weeks
Result
Not Selected
I applied via Approached by Company and was interviewed in Aug 2023.
1 Interview Round
1
Technical Round (1 Question)
- Q1. How can Logistic regression be applied for multiclasstext classification View Answers (1)
I applied via Approached by Company and was interviewed in Sep 2022.
3 Interview Rounds
1
Resume Shortlist Round
Pro Tip by AmbitionBox:
Keep your resume crisp and to the point. A recruiter looks at your resume for an average of 6 seconds, make sure to leave the best impression.
View all tips
2
One-on-one Round (1 Question)
- Q1. Basic DS question like how to handle missing features Add Answer
3
One-on-one Round (1 Question)
- Q1. Case study based questions Add Answer
Interview Preparation Tips
Interview preparation tips for other job seekers - Its very easy interview. Can easily crack if we have very basic knowledge in python, DS
Interview experience
Bad
Difficulty level
Easy
Duration
Less than 2 weeks
Result
No response
I applied via Company Website and was interviewed in Jul 2024.
1 Interview Round
1
Technical Round (6 Questions)
- Q1. Asked Algorithms used in the project (No follow-up on mentioned algorithms, cut-off mid-explanation of business problem, scale, and solution wanting to know jus...read more Add Answer
- Q2. Count all pairs of numbers from a list where the ending digit of the ith number equals the starting digit of the jth number. Example [122, 21, 21, 23] should ha...read more View Answers (1)
- Q3. Interpretation of graphs, the first graph had perpendicular lines from the error to the fitted line and the second graph had lines from the error to the fitted ...read more View Answers (1)
- Q4. What does np.einsum() do View Answers (1)
- Q5. How to generate random numbers using numpy, what is the difference between numpy.random.rand and numpy.random.randn View Answers (1)
- Q6. Difference between logit and probabilities in deep learning View Answers (1)
Interview Preparation Tips
Interview preparation tips for other job seekers - The interview seems to be designed for freshers, so brush up on libraries, and the functions inside them (utilization not the working).
No mathematics/statistics/probability/algorithm is discussed in terms of implementations, or enhancements.
No mathematics/statistics/probability/algorithm is discussed in terms of implementations, or enhancements.
Saumya Sharma
Interview experience
Excellent
Difficulty level
Moderate
Duration
6-8 weeks
Result
No response
I applied via Referral and was interviewed in Apr 2024.
2 Interview Rounds
1
Coding Test Round
Decision tree, pytorch, merge sort
2
Technical Round (1 Question)
- Q1. Activation functions, xgboost Add Answer
Bosch Global Software Technologies Interview FAQs
How many rounds are there in Bosch Global Software Technologies Senior Data Scientist interview?
Bosch Global Software Technologies interview process usually has 1 rounds. The most common rounds in the Bosch Global Software Technologies interview process are Coding Test.
How to prepare for Bosch Global Software Technologies Senior Data Scientist 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 Bosch Global Software Technologies. The most common topics and skills that interviewers at Bosch Global Software Technologies expect are Business Solutions, Computer Vision, Machine Learning, Python and Supply Chain.
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Bosch Global Software Technologies Senior Data Scientist
Salary
based on 51 salaries
₹9.9
L/yr - ₹40
L/yr
12%
less
than the average Senior Data Scientist Salary in India
View more details
Bosch Global Software Technologies Senior Data Scientist Reviews and Ratings
based on 6 reviews
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