Business Analyst → Bridge Between Strategy and Data
Aligns business goals with insights
Uses Excel, SQL, Tableau, and domain knowledge
Answers “Why did this happen?”

Example: Analyzing customer churn and recommending solutions.

Data Scientist → Predicts Future Trends
Uses machine learning and analytics
Works with Python, R, and AI models
Answers “What’s next?”

Example: Forecasting sales based on past data.