Cognext Analytics
Paritosh Systems Solutions Interview Questions and Answers
Q1. What are mutable and immutable data types in Python?
Mutable data types can be modified after creation, while immutable data types cannot be changed.
Mutable data types: lists, dictionaries, sets
Immutable data types: strings, tuples, integers
Example: list is mutable - myList = [1, 2, 3]; tuple is immutable - myTuple = (1, 2, 3)
Q2. How do you rate a customer on the basis of credibility
To rate a customer's credibility, we consider their payment history, credit score, references, and industry reputation.
Evaluate payment history and credit score
Check references and past work experience
Assess industry reputation and online presence
Consider any legal or financial issues
Use a scoring system or rating scale to quantify credibility
Q3. What do you understand by clean code principles?
Clean code principles refer to writing code that is easy to read, understand, and maintain.
Writing clear and descriptive variable names
Breaking down complex functions into smaller, more manageable pieces
Avoiding redundant or unnecessary code
Following consistent formatting and indentation
Writing comments to explain the purpose of the code
Q4. How do you know the customer is going to default?
Customer default can be predicted based on various factors.
Analyzing credit history and payment patterns
Assessing financial stability and debt-to-income ratio
Monitoring changes in employment status or income
Identifying external factors such as economic downturns or industry changes
Using predictive modeling and machine learning algorithms
Working closely with collections and risk management teams
Regularly reviewing and updating risk assessment strategies
Q5. What is Significant increase in credit risk? Does SICR posses when an account moves from Stage 2 to Stage 3?
Q6. What is PD, Cumilative PD, Marginal pd
Q7. What is PD ?
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