Bachelor’s degree in Data Science, Computer Science, Statistics, Mathematics, Engineering, or a related field Minimum 2-3 years of experience in data analysis, business intelligence, or data science roles Strong SQL skills Proficiency in Python or R Experience with data visualization tools (e.g., Tableau, Power BI, matplotlib, seaborn) Solid understanding of statistical concepts, hypothesis testing, and data modeling Familiarity with machine learning frameworks (e.g., scikit-learn, TensorFlow, PyTorch) Experience with version control tools (e.g., Git) Strong communication skills