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Michelin Senior Data Scientist Interview Questions and Answers
Michelin Senior Data Scientist Interview Experiences
1 interview found
Anonymous
I was interviewed in Mar 2024.
(1 Question)
- Q1. What is data drift and do you have any experience in model lifecycle management?
- Ans.
Data drift is the concept of data changing over time, affecting the performance of machine learning models. Model lifecycle management involves monitoring and updating models to maintain accuracy.
Data drift refers to the phenomenon where the statistical properties of the target variable change over time, leading to a decrease in model performance.
Examples of data drift include changes in customer behavior, shifts in ma...
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Skills evaluated in this interview
Calpion Software Technologies
Be part of a company where work compliments life, not consumes it.
Senior Data Scientist Jobs at Michelin
Top trending discussions
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Great. logical reasoning
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Selected
I applied via Approached by Company and was interviewed in Apr 2023. There were 5 interview rounds.
(1 Question)
- Q1. What is DAX? How to add a calculated field? Questions on visualization
(1 Question)
- Q1. I was asked about my previous work experience
A 40 min assessment on Excel and power Bi
(1 Question)
- Q1. It was just a discussion about my previous experience
I applied via Referral and was interviewed before May 2023. There was 1 interview round.
(2 Questions)
- Q1. Basic technical round
- Q2. Skills known, experience, projects
Interview Preparation Tips
Resume related questions
(2 Questions)
- Q1. Resume related questions
- Q2. DS questions, Easy level from leetcode.
Padma R
(1 Question)
- Q1. Projects, SDLC, C code
Dudhia Devanshu
C++ codes on trees,graphs and array.easy to medium
(1 Question)
- Q1. Basically salary things
Interview Preparation Tips
Suganya Janani
(2 Questions)
- Q1. Mention your technical skills
- Ans.
I have expertise in various technical skills required for senior software engineering roles.
Proficient in programming languages such as Java, C++, and Python
Strong knowledge of data structures and algorithms
Experience with web development frameworks like React and Angular
Familiarity with database management systems like MySQL and MongoDB
Understanding of cloud computing platforms such as AWS and Azure
Knowledge of versio...
- Q2. How you see yourself in 10 years
- Ans.
In 10 years, I see myself as a highly experienced and respected Senior Software Engineer, leading and mentoring a team of talented developers.
Leading and mentoring a team of developers
Continuously learning and staying updated with the latest technologies
Contributing to the development of innovative software solutions
Taking on more challenging and complex projects
Building strong relationships with clients and stakeholde...
Interview Preparation Tips
I applied via Naukri.com and was interviewed in Nov 2020. There were 3 interview rounds.
Interview Questionnaire
8 Questions
- Q1. Technical understanding on ETHERNET AVB protocol.
- Q2. Bluetooth Audio profile A2DP,Hfp
- Q3. Linux device tree configuration
- Q4. I2c speed in linux
- Ans.
I2C is a communication protocol used to connect multiple devices in a network. In Linux, the speed of I2C can be configured.
I2C speed can be set using the 'i2cset' command in Linux
The speed can also be configured in the device tree
The maximum speed supported by the hardware should be considered when setting the speed
Different devices may require different speeds for optimal performance
- Q5. Gstreamer pipeline related question
- Q6. Pulseaudio related
- Q7. Compilation steps
- Q8. What is pure virtual function
- Ans.
A pure virtual function is a function declared in a base class without implementation, which must be overridden by derived classes.
Pure virtual functions are declared with the syntax: virtual void functionName() = 0;
Classes containing pure virtual functions are called abstract classes and cannot be instantiated.
Pure virtual functions provide a way to achieve polymorphism in C++.
Example: virtual void draw() = 0; // decl...
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Skills evaluated in this interview
(1 Question)
- Q1. Volatile keyword in C
- Ans.
Volatile keyword in C is used to indicate that a variable's value may change unexpectedly.
It is used to prevent compiler optimization
It is commonly used in embedded systems programming
It is not a substitute for proper synchronization mechanisms
Example: volatile int *ptr; // pointer to volatile integer
(1 Question)
- Q1. What will u do if u think u cant meet deadline
(1 Question)
- Q1. Why are u joining Bosch
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Skills evaluated in this interview
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