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Ford Motor Data Scientist Interview Questions and Answers for Freshers
Ford Motor Data Scientist Interview Experiences for Freshers
1 interview found
Anonymous
I applied via Job Portal and was interviewed in Jul 2023. There was 1 interview round.
(1 Question)
- Q1. Previous experience, basic sql
Interview Preparation Tips
on the contrary the second interviewer was almost silent throughout entire process, giving off an air of disinterest. it was evident that he could not care less and his lack of engagement made the atmosphere uncomfortable. its disheartening to encounter an interviewers who shows no enthusiasm in accessing a candidates skills.
To add insult to injury at the end of the interview the interviewer with fake english accent commented on my apparent lack of energy, asking if i had not had breakfast. This comment was not only unprofessional but also completely unrelated to the purpose of the interview . it left me questioning the legitimacy of their hiring process and the professionalism of the individuals involved
according to my side i have answered all the questions they asked the interviewer also he said that will be also taking round 2 but guess he was just lying.
the experience has shed light on the toxic environment that may exist in this company because of such individuals. its even disheartening to think about the employees who had to work around these individuals regularly
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Renault Nissan Technology & Business Centre India
ram prasath
posted on 6 May 2024
PYTHON,SQL,STATS,ML,DL
(1 Question)
- Q1. Strenght and weakness, long term and short term goal
Interview Preparation Tips
I applied via Job Fair and was interviewed in May 2024. There was 1 interview round.
(2 Questions)
- Q1. Introduction your self
- Q2. What are the language you learned
- Ans.
I have learned multiple programming languages including Python, R, SQL, and Java.
Python
R
SQL
Java
Interview Preparation Tips
Selected
I applied via Campus Placement and was interviewed before Jul 2023. There were 3 interview rounds.
It was campus placement. We were givien the topic "future of AI and ML in automobile industry". The time given was around 15mins. The explained the process in great detail and very clearly.
(2 Questions)
- Q1. CV and basic of ML
- Q2. What if questions. For eg, if you want to launch a new EV in market then what will be your approach What if you are the CEO.. ETC
(2 Questions)
- Q1. Ethical questions
- Q2. Besic HR questions like why this company
Interview Preparation Tips
- Machine Learning
- Tata motors history
- Your CV
I applied via Recruitment Consultant and was interviewed in Jul 2021. There was 1 interview round.
Interview Questionnaire
3 Questions
- Q1. Project Based Questions
- Q2. Which Algorithms you used , statistical measured , challenges , outcome
- Ans.
I have used various algorithms such as linear regression, decision trees, and neural networks to analyze data and make predictions.
Used linear regression to predict housing prices based on various features
Implemented decision trees to classify customer behavior and recommend products
Utilized neural networks for image recognition tasks
Challenges included dealing with missing data and overfitting
Outcome was improved accu
- Q3. Why a specific algorithm was used. Reasoning.
- Ans.
The algorithm was chosen based on its ability to handle large datasets and its accuracy in predicting outcomes.
The algorithm was selected after evaluating its performance on similar datasets.
It was chosen for its ability to handle high-dimensional data and its scalability.
The algorithm was compared to other models and found to have the highest accuracy in predicting outcomes.
The choice of algorithm also depends on the
Interview Preparation Tips
Skills evaluated in this interview
jaspreet kaur
Selected
I applied via Naukri.com and was interviewed before Feb 2023. There were 2 interview rounds.
(1 Question)
- Q1. What is difference between lstm and rnn
- Ans.
LSTM is a type of RNN that addresses the vanishing gradient problem by using memory cells.
RNN stands for Recurrent Neural Network, a type of neural network that processes sequential data.
LSTM stands for Long Short-Term Memory, a type of RNN that includes memory cells to retain information over long sequences.
LSTM is designed to overcome the vanishing gradient problem, which occurs when training RNNs on long sequences.
L...
(1 Question)
- Q1. What are different evaluation matrix ?
- Ans.
Evaluation matrices are used to assess the performance of models in data science.
Confusion matrix: used to evaluate the performance of classification models.
Precision, recall, and F1 score: measures for binary classification models.
Mean squared error (MSE): evaluates the performance of regression models.
R-squared: assesses the goodness of fit for regression models.
Area under the ROC curve (AUC-ROC): evaluates the perfo...
Skills evaluated in this interview
Data Scientist Interview Questions & Answers
Mahindra & Mahindra
Abhijit Kundu
posted on 29 Nov 2024
Selected
I applied via Naukri.com and was interviewed before Nov 2023. There were 4 interview rounds.
(2 Questions)
- Q1. Tell me about yourself
- Q2. Questions from projects which was mentioned on resume
(2 Questions)
- Q1. Fitment based questions
- Q2. Explain a project
- Ans.
Developed a machine learning model to predict customer churn for a telecom company.
Collected and cleaned customer data including usage patterns and demographics
Used classification algorithms like Random Forest and Logistic Regression to build the model
Evaluated model performance using metrics like accuracy, precision, and recall
Math, English, reasoning
(1 Question)
- Q1. Asked me about expected salary
I applied via Campus Placement and was interviewed before Nov 2020. There was 1 interview round.
Interview Questionnaire
4 Questions
- Q1. How the diesel engine works?
- Ans.
Diesel engine works by compressing air in the cylinder and injecting fuel at the right time to ignite the mixture.
Air is compressed in the cylinder by the piston
Fuel is injected into the cylinder at the right time
The heat generated by the compressed air ignites the fuel
The expanding gases push the piston down, creating power
Diesel engines are more efficient than gasoline engines
- Q2. What do you mean by cc
- Ans.
CC stands for carbon copy, a term used in email communication to indicate additional recipients of a message.
CC is used to send a copy of an email to someone other than the primary recipient
CC recipients are visible to all other recipients of the email
CC is often used for informational purposes or to keep others in the loop
CC can also be used to show transparency in communication
- Q3. What is the compression ratio
- Ans.
Compression ratio is the ratio of the volume of gas in a cylinder when the piston is at the bottom of its stroke to the volume of gas when the piston is at the top of its stroke.
It is a measure of how much the engine compresses the air/fuel mixture before ignition.
Higher compression ratios can lead to better fuel efficiency and more power.
Compression ratio is calculated by dividing the volume of the cylinder at bottom
- Q4. What is swept volume
- Ans.
Swept volume is the volume of space swept by a piston in an engine cylinder during one stroke.
It is the volume of the combustion chamber when the piston is at the bottom of its stroke subtracted from the volume of the combustion chamber when the piston is at the top of its stroke.
It is used to calculate the engine displacement.
For example, a four-cylinder engine with a 500cc swept volume has a total displacement of 2,0...
Interview Preparation Tips
Skills evaluated in this interview
I applied via Referral and was interviewed before Sep 2021. There were 2 interview rounds.
(2 Questions)
- Q1. Questions related to your life and society to check your presence of mind and awareness of the world.
- Q2. Question from ic engines,about their working and processes involved.
Interview Preparation Tips
- Automobile,ic engines,excel.
I applied via Walk-in and was interviewed before Mar 2021. There were 2 interview rounds.
(1 Question)
- Q1. Why should we hire you?
Interview Preparation Tips
In every interview your confidence is most important
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Ford Motor Data Scientist Interview Process for Freshers
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Ford Motor Data Scientist Reviews and Ratings
based on 21 reviews
Rating in categories
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Production Associate
816
salaries
|  ₹3 L/yr - ₹12 L/yr |
|
Software Engineer
442
salaries
| ₹5.1 L/yr - ₹29.7 L/yr |
|
Deputy Manager
405
salaries
| ₹15.5 L/yr - ₹36 L/yr |
|
Team Lead
274
salaries
| ₹4.4 L/yr - ₹16 L/yr |
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Financial Analyst
238
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| ₹7.8 L/yr - ₹19.9 L/yr |
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