3+ years of experience in Data Science, Machine Learning, or AI Proven experience in manufacturing or industrial environments Advanced proficiency in Python and machine learning libraries (scikit-learn, TensorFlow, PyTorch) Strong SQL skills Experience with data visualization tools (Power BI, Tableau) Basic understanding of MLOps concepts Experience working with time-series data and sensor-generated datasets