ICRA Analytics Senior Associate Interview Questions and Answers

Could be a little difficult to crack. It is advised to not cheat as they have smart screening process and your chance to get an interview goes for a toss

Simple case study. It could be a little difficult to understand what the interviewer wants from the problem statement. Ask questions to clarify what they are really expecting out of you.

Simple case study. Analytical skills were tested. They don't care if you have certain skills. They want to see your problem solving approach. Again interview could be a little confusing but ask questions.

A case study was given

Q1. What is regression analysis?
Ans. 
Regression analysis is a statistical method used to examine the relationship between two or more variables.
• It helps in understanding how the value of a dependent variable changes when one or more independent variables are varied.

• It is used to predict the value of the dependent variable based on the values of the independent variables.

• There are different types of regression analysis such as linear regression, logistic r
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Q2. Few questions on python
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Q1. What is Data science?
Ans. 
Data science is a field that uses scientific methods, algorithms, and systems to extract knowledge and insights from structured and unstructured data.
• Data science involves collecting, analyzing, and interpreting large amounts of data to solve complex problems.

• It combines statistics, machine learning, and domain knowledge to make predictions and decisions.

• Data scientists use programming languages like Python and R, as w...read more
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Q2. What is Decision Tree
Ans. 
A decision tree is a flowchart-like structure in which each internal node represents a test on an attribute, each branch represents the outcome of the test, and each leaf node represents a class label.
• Decision trees are a popular machine learning algorithm used for classification and regression tasks.

• They are easy to interpret and visualize, making them useful for understanding the decision-making process.

• Each internal...read more
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Q1. Case study based on Customer Churn
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Q2. Resume based project question
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Q1. Why do you choose this company
Ans. 
I choose this company because of its strong reputation in the industry and opportunities for growth.
• Strong reputation in the industry

• Opportunities for growth and advancement

• Innovative work culture

• Positive reviews from current employees
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Q2. Whats your experience
Ans. 
I have 2 years of experience in data analysis and market research, with a focus on consumer behavior and trend analysis.
• 2 years of experience in data analysis and market research

• Specialize in consumer behavior and trend analysis

• Proficient in using statistical tools and software like SPSS and Excel

• Experience in creating reports and presentations for stakeholders
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Core finance questions along with puzzles and case studies.

Q1. Can beta be negative?
Ans. 
Yes, beta can be negative in finance when the asset moves in the opposite direction of the market.
• Beta measures the volatility of an asset in relation to the market. A negative beta indicates that the asset moves in the opposite direction of the market.

• Assets with negative betas are considered to be defensive investments, as they tend to perform well when the market is declining.

• For example, gold is often considered to...read more
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Awesomely we agreed

Q1. How are your old skills going to help with this position
Ans. 
My old skills will help me excel in this position by providing a strong foundation and transferable expertise.
• My experience in project management will enable me to effectively handle multiple tasks and meet deadlines.

• My strong analytical skills will allow me to quickly identify and solve problems.

• My excellent communication skills will help me collaborate with team members and clients.

• My attention to detail will ensure ...read more
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Q2. What are you looking for
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Q1. Series of questions and tests
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