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Describe your experience with time series forecasting and techniques used.

How would you handle a top employee violating company policies?

How do you measure the effectiveness of your data analysis on the business?

How do you conduct a root cause analysis using data?

What are some data visualization best practices you follow?

Explain database sharding and how to implement it for a high-traffic application.

What are the challenges and best practices for implementing eventual consistency in a globally distributed system?

How would you design a real-time fraud detection system for a financial app?

Explain leader election in distributed systems and how you would implement it.

How do you handle imbalanced datasets in predictive modeling?

Describe a time you used advanced statistics to solve a business problem.

How do you prioritize tasks when managing multiple accounts?

How do you ensure data security with sensitive information?

How do you perform a data audit?

What is data lineage and why is it important?