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TotalEnergies Data Scientist Interview Questions and Answers

Updated 29 Feb 2024

TotalEnergies Data Scientist Interview Experiences

1 interview found

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. Resume Based questions and ML & DL basics
  • Q2. BERT and CNN models

Interview questions from similar companies

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Job Portal and was interviewed in Jul 2024. There were 2 interview rounds.

Round 1 - Coding Test 

Python programming for 45 for minutes

Round 2 - Technical 

(2 Questions)

  • Q1. What are the hyperparameters of SVM
  • Ans. 

    Hyperparameters of SVM include C, kernel, gamma, degree, and coef0.

    • C: Regularization parameter that controls the trade-off between achieving a low error on the training data and minimizing model complexity.

    • Kernel: Specifies the type of hyperplane used to separate the data.

    • Gamma: Kernel coefficient for 'rbf', 'poly', and 'sigmoid' kernels.

    • Degree: Degree of the polynomial kernel function.

    • Coef0: Independent term in kernel...

  • Answered by AI
  • Q2. How to tune that hyperparameters
  • Ans. 

    Hyperparameters can be tuned using techniques like grid search, random search, and Bayesian optimization.

    • Grid search: Exhaustively search through a specified subset of hyperparameters.

    • Random search: Randomly sample hyperparameter combinations.

    • Bayesian optimization: Use probabilistic models to predict the performance of different hyperparameter configurations.

  • Answered by AI

Skills evaluated in this interview

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Aptitude Test 

Mettle test and mcq were given in interview

I applied via Company Website and was interviewed in Jul 2022. There were 5 interview rounds.

Round 1 - Resume Shortlist 
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 Resume tips
Round 2 - Aptitude Test 

The test will be conducted in a interview process

Round 3 - Group Discussion 

Group discussion is a communicate in a people

Round 4 - HR 

(2 Questions)

  • Q1. Hr face to face commutation
  • Q2. Self introduction and
Round 5 - One-on-one 

(2 Questions)

  • Q1. It is the individual interview
  • Q2. Personal questions only

Interview Preparation Tips

Topics to prepare for Tata Group Data Analyst interview:
  • Data analyst
  • Accounting
Interview preparation tips for other job seekers - Good opportunity in a company .in my future like thate good job ,iam relay comfortable work in this company

I applied via Naukri.com and was interviewed in Aug 2022. There were 4 interview rounds.

Round 1 - Resume Shortlist 
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 Resume tips
Round 2 - Case Study 
Round 3 - Assignment 

Financial condition of India

Round 4 - One-on-one 

(1 Question)

  • Q1. Analysis and company audit.

Interview Preparation Tips

Interview preparation tips for other job seekers - I need job and I do it with my best knowledge
Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(1 Question)

  • Q1. Data Sceince related questions

Interview Questionnaire 

7 Questions

  • Q1. 1. Introduction, it's a common question?
  • Q2. Why you want to switch your job?
  • Q3. Is job your passion or it's your need?
  • Q4. How should you handled the critical situation?
  • Ans. 

    Handling critical situations requires quick thinking, clear communication, and a calm demeanor.

    • Assess the situation and prioritize actions

    • Communicate clearly and effectively with all parties involved

    • Remain calm and focused

    • Take decisive action while considering potential consequences

    • Seek assistance or advice from colleagues or superiors if necessary

  • Answered by AI
  • Q5. How you managed 2 problems in a same time?
  • Ans. 

    I prioritize the problems based on urgency and importance, and then allocate time and resources accordingly.

    • Assess the urgency and importance of each problem

    • Create a plan of action for each problem

    • Allocate time and resources based on the plan

    • Regularly reassess and adjust the plan as needed

    • Example: If one problem is a deadline that cannot be missed and the other is a minor issue, prioritize the deadline and allocate mor

  • Answered by AI
  • Q6. Describe your last vacation or last memorable day?
  • Q7. Talk on profession, topic, "for ex. why you choose french, why you do B.tech etc?

Interview Preparation Tips

Interview preparation tips for other job seekers - asked only 4 to 5 questions not too much. with in 5 question an interviewer know about the skill of that candidate.
Thanks
Regard Richa
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Walk-in and was interviewed before Aug 2022. There were 3 interview rounds.

Round 1 - Resume Shortlist 
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 Resume tips
Round 2 - Aptitude Test 

AS IBPS EXAM QUESTIONS

Round 3 - Technical 

(1 Question)

  • Q1. SQL,TABLEAU QUESTIONS
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Recruitment Consulltant and was interviewed before Nov 2023. There were 3 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. What are joins and its types?
  • Ans. 

    Joins are used to combine rows from two or more tables based on a related column between them.

    • Types of joins include INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN.

    • INNER JOIN returns rows when there is at least one match in both tables.

    • LEFT JOIN returns all rows from the left table and the matched rows from the right table.

    • RIGHT JOIN returns all rows from the right table and the matched rows from the left table.

    • FULL ...

  • Answered by AI
  • Q2. What are aggregate functions?
  • Ans. 

    Aggregate functions are functions in databases that perform a calculation on a set of values and return a single value.

    • Aggregate functions are used to perform operations on a group of rows and return a single result.

    • Common aggregate functions include SUM, AVG, COUNT, MIN, and MAX.

    • For example, SUM function calculates the total of a column, AVG calculates the average, COUNT counts the number of rows, MIN finds the minimu

  • Answered by AI
Round 2 - Technical 

(1 Question)

  • Q1. Coding questions in python eda part
Round 3 - HR 

(1 Question)

  • Q1. Where do u see in next 5 years

Skills evaluated in this interview

Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Aptitude Test 

1 hour duration, related financial crisis

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TotalEnergies Interview FAQs

How many rounds are there in TotalEnergies Data Scientist interview?
TotalEnergies interview process usually has 1 rounds. The most common rounds in the TotalEnergies interview process are Technical.
What are the top questions asked in TotalEnergies Data Scientist interview?

Some of the top questions asked at the TotalEnergies Data Scientist interview -

  1. Resume Based questions and ML & DL bas...read more
  2. BERT and CNN mod...read more

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TotalEnergies Data Scientist Interview Process

based on 1 interview

Interview experience

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Good
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