Novartis Senior Analyst Interview Questions, Process, and Tips

Q1. Economic model application and outcomes
Ans. 
Application of economic models to analyze and predict outcomes in various scenarios.
• Economic models are used to analyze the impact of different variables on economic outcomes.

• They help in predicting future trends and making informed decisions.

• Examples include supply and demand models, cost-benefit analysis, and macroeconomic forecasting.

• Outcome can vary based on assumptions and data inputs used in the model.
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Q2. Sensitivity analysis and interpretation of different plots.
Ans. 
Sensitivity analysis involves examining how changes in input variables affect the output of a model. Interpretation of plots involves understanding trends and relationships in data visualization.
• Sensitivity analysis helps identify which input variables have the most impact on the output of a model.

• Interpretation of plots involves looking for patterns, trends, and relationships in the data.

• Examples of plots for sensitiv...read more
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Q3. Interpretation of CEAC cirves
Ans. 
CEAC curves are used to interpret the performance of a classification model by plotting the true positive rate against the false positive rate.
• CEAC curves help in evaluating the trade-off between sensitivity and specificity of a model.

• The area under the CEAC curve can be used as a summary measure of the model's performance.

• CEAC curves are particularly useful when comparing multiple models or algorithms.

• Interpreting CEA...read more
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Q1. Previous technical stack used
Ans. 
Previous technical stack used includes Java, Spring Boot, Angular, and MySQL.
• Java

• Spring Boot

• Angular

• MySQL
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Q2. Reason for leaving old companies
Ans. 
Seeking new challenges and growth opportunities
• Desire for career advancement

• Company restructuring

• Relocation

• Seeking better work-life balance
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Excel assignment on data crunching

Q1. Previous project experience
Ans. 
Managed multiple projects in data analysis, market research, and financial modeling.
• Led a team to analyze customer data and identify trends for a marketing campaign

• Conducted market research to assess competitor strategies and market opportunities

• Developed financial models to forecast revenue and expenses for a new product launch
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Q1. Salary expectations from new role
Ans. 
I am looking for a competitive salary that reflects my experience and skills in the industry.
• Research industry standards for Senior Analyst salaries

• Consider my years of experience and level of expertise

• Factor in cost of living in the area where the job is located

• Negotiate based on benefits and perks offered by the company
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Q2. Joining date possible for new role
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Q1. Reason for change of company?
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Q2. Depreciation based Questions Lease accounting case study
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Q1. Basic Qliksense questions . Set analysis expressions. SQL questions revolving around GROUP BY clause.
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Q1. Logic based questions like cake cutting into equal parts in 1 cut , weight based questions
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Q1. Behavioural questions and scenario based questions. Discussion with Group Head
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Q1. Salary negotiation round mostly. Try to negotiate and do market research of the pay scale of the job you are applying for.
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