Ernst & Young Lead Consultant Interview Questions and Answers

Q1. Sql related questions were askwd
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Q2. Adf related questions were asked
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Q1. Ci cd questions were asked
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Q2. Team work related questions were asked
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Q1. Fitment round with location
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Q1. Explain Machine learning lifecycle and what are the deployment options?
Ans. 
Machine learning lifecycle involves data collection, model training, evaluation, and deployment. Deployment options include cloud, on-premise, and edge computing.
• Machine learning lifecycle stages: data collection, data preprocessing, model training, model evaluation, model deployment

• Deployment options: cloud (e.g. AWS, Azure), on-premise servers, edge computing devices (e.g. IoT devices)

• Deployment considerations: scala...read more
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Q2. Questions on NLP covering text preprocessing, word embeddings, sequence based models, RAG workflow.
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Q1. What are the frameworks we can use to train machine learning models?
Ans. 
Frameworks for training machine learning models
• TensorFlow

• PyTorch

• Scikit-learn

• Keras

• MXNet
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Q2. What is your current and expected salary?
Ans. 
I am currently earning $60,000 per year and I am looking for a salary in the range of $70,000 to $80,000 for this position.
• Current salary: $60,000 per year

• Expected salary range: $70,000 - $80,000 per year
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Mostly puzzles with some aptitude question

Pharma case study with multiple sql questions

Q1. Tell me something about you
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Q2. Guesstimate
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Q1. Info about yourself
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Q2. Power bi question
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Q1. What should be the age for interview?
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Q2. How to earn money
Ans. 
Earn money by working, investing, starting a business, or providing services.
• Work a job or freelance to earn a salary or hourly wage

• Invest in stocks, real estate, or other assets to generate passive income

• Start a business and sell products or services to make a profit

• Provide services such as tutoring, consulting, or freelancing for a fee
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Q3. What work needs to be done
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Q1. Varous puzzles asked
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Q2. Guesstimates and case studies
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Q1. Total years of experience
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Q2. Major work exposure
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Q1. Explain the assignment done in the last year
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Q2. Give some of the major observations of p2p along with financial impact
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Q3. 5 points to consider while drafting standard of operating procedures
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