Must-Have Skills Experience 1 year of hands-on experience in Data Science Machine Learning Strong Python proficiency pandas numpy scikit-learn Strong core machine learning fundamentals including hands-on experience with regression and classification techniques a solid understanding of the bias-variance tradeoff feature engineering and model evaluation using appropriate performance metrics Extensive experience working with time-series data encompassing forecasting trend and seasonality analysis creation of lag and rolling features and the application of time-aware validation strategies Strong understanding of statistics and quantitative reasoning Good grasp of model interpretability bias and fairness concepts Strong problem-solving ability and ownership mindset Clear written and verbal communication skills Job Types Full time Permanent Pay 500 000 00 - 700 000 00 per year Application Question s What s your salary expectation What s your current CTC Are you Immediate Joiner Experience Data scientist 1 year Preferred Python 1 year Preferred scikit-learn 1 year Preferred Work Location In person