OSB India Team Lead Interview Questions and Answers

Q1. Explain your credit risk project
Ans. 
Developed a credit risk project to assess the likelihood of default by analyzing financial data and creating predictive models.
• Collected and cleaned financial data from various sources

• Performed statistical analysis to identify key risk factors

• Built machine learning models to predict credit risk

• Evaluated model performance using metrics like accuracy, precision, and recall
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Q2. Why do you want to have a role in model validation, since your exp is in model development.
Ans. 
I believe model validation is crucial for ensuring the accuracy and reliability of models, which ultimately impacts decision-making and outcomes.
• Model validation helps identify potential errors or biases in the model

• It ensures the model performs well on new data and in real-world scenarios

• Validation is essential for building trust in the model's predictions

• Experience in model development provides insights into potentia...read more
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UK banking case study was given, submitted my responses over email

Q1. SAS technical questions
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Q2. Work Culture/behavioral questions
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Q1. Tell me something about you
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Q2. What motivates you
Ans. 
I am motivated by challenges, teamwork, and the opportunity to make a positive impact on others' lives.
• Overcoming challenges: I thrive when faced with difficult tasks, like leading a project under tight deadlines.

• Team collaboration: I find motivation in working with diverse teams, as seen in my previous role where we achieved a 20% increase in productivity.

• Making a difference: Helping others motivates me, such as mento...read more
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Q3. Your weakeness which you want to overcome
Ans. 
I tend to be overly critical of my own work, which can hinder my confidence and decision-making.
• I often spend too much time revising my work, like reports or presentations, seeking perfection.

• In team settings, I sometimes hesitate to share ideas due to fear of them not being good enough.

• To overcome this, I am setting deadlines for myself to limit revision time and focus on completion.

• I am also seeking feedback from col...read more
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Q1. What motivates you to work at OSB?
Ans. 
I am motivated to work at OSB because of the company's commitment to innovation, growth opportunities, and collaborative work environment.
• Commitment to innovation: I am excited to be part of a company that values creativity and forward-thinking.

• Growth opportunities: I am motivated by the chance to develop my skills and advance my career within the organization.

• Collaborative work environment: I thrive in environments wh...read more
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