B.Tech, M.Tech, or Ph.D. in Computer Science, Data Science, or a related field 1-2 years of hands-on industry experience Strong understanding of machine learning fundamentals, data pipelines, and model evaluation Proficiency in Python and ML/data libraries (NumPy, pandas, scikit-learn) Working knowledge of LLM core concepts, prompt design, and agentic design patterns Strong communication skills