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Ford Technology Services India ml engineer Interview Questions and Answers
Ford Technology Services India ml engineer Interview Experiences
1 interview found
Anonymous
I applied via Naukri.com and was interviewed in Nov 2024. There were 2 interview rounds.
(2 Questions)
- Q1. What is the difference between stochastic gradient descent, batch gradient descent, and gradient descent?
- Ans.
Stochastic gradient descent, batch gradient descent, and gradient descent differ in the amount of data used to update the model weights.
Gradient descent updates the model weights using the entire dataset in each iteration.
Batch gradient descent updates the model weights using a subset of the dataset (batch) in each iteration.
Stochastic gradient descent updates the model weights using only one data point at a time in ea...
- Q2. What are the parameters of a Large Language Model (LLM) and what are its use cases?
- Ans.
LLMs are large neural network models used for natural language processing tasks.
Parameters include model size, number of layers, attention mechanisms, and training data size.
Use cases include text generation, translation, summarization, and sentiment analysis.
Examples of LLMs are GPT-3, BERT, and XLNet.
The coding round lasted 90 minutes and included two questions: 1. Rotate a matrix by 90 degrees; 2. Multiply two integers without converting them from the string format to integers.
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I applied via Naukri.com and was interviewed before Jan 2020. There were 3 interview rounds.
Interview Questionnaire
1 Question
- Q1. 1.Design of EV HV architecture & Specify it's major components along with their functions.
- Ans.
EV HV architecture consists of battery, motor, inverter, and controller.
EV HV architecture is responsible for converting DC power from the battery to AC power for the motor.
Major components include battery, motor, inverter, and controller.
Battery stores energy and provides power to the motor.
Motor converts electrical energy into mechanical energy to drive the wheels.
Inverter converts DC power from the battery to AC pow...
Interview Preparation Tips
I applied via WorkIndia and was interviewed before Nov 2021. There were 3 interview rounds.
(3 Questions)
- Q1. Name work experience qualification
- Q2. Name and what works experience and qualification
- Q3. Muthoot finance mein job kaise karen 2022
Computer hardware work marketing manager
Interview Preparation Tips
I applied via Referral and was interviewed before Nov 2020. There were 3 interview rounds.
Interview Questionnaire
3 Questions
- Q1. Normal tooling questions, regulation ECE 26 and R 42, painting process
- Q2. Section Y0, fender bracket and bumper sections, also fog lamp and head lamp gap and section value
- Q3. Welding process and snapping method, RPS strategy
Interview Preparation Tips
(2 Questions)
- Q1. Explain your role in your previous projects.
- Ans.
I was responsible for project planning, coordination, and execution to ensure successful completion.
Led a team of developers to design and implement new features
Collaborated with stakeholders to gather requirements and provide updates
Managed project timelines and resources to meet deadlines
Performed testing and quality assurance to deliver a high-quality product
- Q2. Why do you want to join EM
- Ans.
I want to join EM because of their innovative projects and strong company culture.
Innovative projects: EM is known for pushing boundaries and creating cutting-edge solutions.
Strong company culture: I value working in a supportive and collaborative environment.
Career growth opportunities: I believe EM will provide me with the chance to learn and grow professionally.
Software Engineer Interview Questions & Answers
Jaguar Land Rover
Vishal Sable
posted on 11 Nov 2023
I applied via Approached by Company and was interviewed in Oct 2023. There were 4 interview rounds.
(2 Questions)
- Q1. Spring boot, java 8 and microswrvices
- Q2. Basic question about spring framework
(2 Questions)
- Q1. Basic details asked about my last project that i have worked.
- Q2. Basic details about last project
Just normal MCQ test.
Interview Preparation Tips
I applied via LinkedIn and was interviewed in Sep 2021. There was 1 interview round.
(1 Question)
- Q1. It went well, results awaiting
Interview Preparation Tips
I applied via Referral and was interviewed before Dec 2023. There were 2 interview rounds.
(1 Question)
- Q1. Basic questions about your experience and expectations
A take home assignment
Selected
I applied via Company Website and was interviewed in Sep 2023. There were 2 interview rounds.
(2 Questions)
- Q1. Basic fucndamemtals
- Q2. GD&T , stack up analysis
Typical ML screening case studies
Medium difficulty questions like writing a code to sample data and explain the logic behind it. If data distribution is skewed, how will you sample etc.
(1 Question)
- Q1. Based majorly on the work done by the candidate previously. General checks on candidates interest and whether he is up to date with latest changes
(1 Question)
- Q1. Basic questions on date of joining and explaining the company culture and roles
Interview Preparation Tips
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Ford Technology Services India ml engineer Interview Process
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