Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, Mathematics, Engineering, or related field Minimum 4-5 years of experience in data science, analytics, or ML roles Expertise in at least two areas of data science Strong proficiency in Python or R Expert-level SQL skills Experience with regression, clustering, anomaly detection, NLP Skilled in ML frameworks (scikit-learn, TensorFlow, PyTorch) Skilled in visualization tools (Tableau, Power BI, matplotlib, seaborn) Solid understanding of statistics, hypothesis testing, and experimental design Strong communication and collaboration skills Proven ability to mentor junior staff