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Gilbert Research Center Data Science Interview Questions and Answers

Updated 22 Nov 2024

Gilbert Research Center Data Science Interview Experiences

1 interview found

Data Science Interview Questions & Answers

user image Anonymous

posted on 22 Nov 2024

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

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

Round 1 - Technical 

(2 Questions)

  • Q1. Integers and equations
  • Q2. Trigonometry and calculus

Interview Preparation Tips

Interview preparation tips for other job seekers - Be strong in Mathematics

Interview questions from similar companies

Data Science Interview Questions & Answers

Deloitte user image Vijaya Lakshmi Somu

posted on 30 Jun 2024

Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Referral and was interviewed before Jun 2023. There were 2 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. Different type of metrics for regression
  • Ans. 

    Different metrics for evaluating regression models

    • Mean Squared Error (MSE)

    • Root Mean Squared Error (RMSE)

    • Mean Absolute Error (MAE)

    • R-squared (Coefficient of Determination)

  • Answered by AI
  • Q2. Explai how neural network works
  • Ans. 

    Neural networks are a type of machine learning algorithm inspired by the human brain, consisting of interconnected nodes that process information.

    • Neural networks consist of layers of interconnected nodes, with each node performing a simple mathematical operation.

    • Information is passed through the network via weighted connections between nodes, with the weights adjusted during training to optimize performance.

    • Neural netw...

  • Answered by AI
Round 2 - Technical 

(1 Question)

  • Q1. Given some python coding

Skills evaluated in this interview

Interview experience
5
Excellent
Difficulty level
Hard
Process Duration
4-6 weeks
Result
No response

I applied via LinkedIn and was interviewed before Sep 2023. There were 2 interview rounds.

Round 1 - Coding Test 

3 hour oa - binary search , graph , dp

Round 2 - Technical 

(2 Questions)

  • Q1. What is object orinted programing ?
  • 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.

    • Examples include Java, C++, and Python, which are popular object-oriented programming languages.

  • Answered by AI
  • Q2. Write sql query for the bank transaction ?
  • Ans. 

    SQL query to retrieve bank transactions data.

    • Use SELECT statement to retrieve data from transaction table.

    • Filter data based on account number or transaction date.

    • Group data by transaction type or amount for analysis.

  • Answered by AI

Skills evaluated in this interview

Interview experience
3
Average
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
-

I was interviewed before May 2023.

Round 1 - Technical 

(1 Question)

  • Q1. Basic sql and data science related

I applied via Naukri.com and was interviewed in Mar 2022. There were 2 interview rounds.

Round 1 - Technical 

(3 Questions)

  • Q1. Basic concepts of C++ language - I was asked to write programs for C-style string class
  • Q2. I was asked theory questions - design patterns which I have used during my work and to write sample code for these design patterns How to use virtual functions. Explain the concept
  • Q3. Data structures which I have learnt during college days STL classes which I have seen during my work
  • Ans. 

    I have learned various data structures during my college days and have also worked with STL classes.

    • I have knowledge of arrays, linked lists, stacks, queues, trees, and graphs.

    • I have worked with STL classes like vector, list, map, set, etc.

    • I am familiar with algorithms like sorting, searching, and traversal.

    • I have experience in implementing data structures and algorithms in C++, Java, and Python.

  • Answered by AI
Round 2 - HR 

(4 Questions)

  • Q1. What are your salary expectations?
  • Ans. 

    My salary expectations are based on my experience, skills, and the industry standards for Embedded Testing Engineers.

    • Consider the average salary range for Embedded Testing Engineers in the industry

    • Take into account your level of experience and expertise

    • Factor in the location and cost of living

    • Consider any additional benefits or perks offered by the company

    • Be open to negotiation and discuss your expectations during the

  • Answered by AI
  • Q2. Share details of your previous job.
  • Ans. 

    I worked as an Embedded Testing Engineer at XYZ Company.

    • Performed testing and validation of embedded systems

    • Developed test plans and test cases for various projects

    • Executed test cases and reported defects

    • Collaborated with cross-functional teams to resolve issues

    • Conducted regression testing to ensure software stability

    • Used tools like JIRA and Jenkins for test management and automation

  • Answered by AI
  • Q3. Why are you looking for a change?
  • Ans. 

    I am looking for a change to explore new opportunities and challenges in my career.

    • Seeking professional growth and advancement

    • Wanting to work in a different industry or domain

    • Desire for a better work-life balance

    • Relocation or proximity to family

    • Company culture or values misalignment

    • Seeking better compensation or benefits

  • Answered by AI
  • Q4. Tell me about yourself.
  • Ans. 

    I am an experienced Embedded Testing Engineer with a strong background in testing and debugging embedded systems.

    • I have a Bachelor's degree in Electrical Engineering.

    • I have worked on various projects involving testing and validation of embedded systems.

    • I am proficient in programming languages like C and Python.

    • I have experience in using testing tools and frameworks such as JUnit and Selenium.

    • I have a strong understandi...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare well for the technical interview.
Inspite of having a few years of work experience you are expected to recall the data structures learnt during college days and write programs on these lines
For 5+ years of experience candidates design patterns questions are definitely asked
Practice writing programs on paper because you will definitely be asked to explain the theory and write programs during the interview
Be honest with the HR during the HR interview
Do not ask for too much salary hike

Skills evaluated in this interview

Gilbert Research Center Interview FAQs

How many rounds are there in Gilbert Research Center Data Science interview?
Gilbert Research Center interview process usually has 1 rounds. The most common rounds in the Gilbert Research Center interview process are Technical.
How to prepare for Gilbert Research Center Data Science 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 Gilbert Research Center. The most common topics and skills that interviewers at Gilbert Research Center expect are C++, Data Science, Deep Learning, Machine Learning and Python.
What are the top questions asked in Gilbert Research Center Data Science interview?

Some of the top questions asked at the Gilbert Research Center Data Science interview -

  1. Integers and equati...read more
  2. Trigonometry and calcu...read more

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