• Production-grade ML model development and deployment • Strong Python expertise and experience with ML frameworks (PyTorch, TensorFlow) • MLOps and model lifecycle management • Azure cloud experience • Strong software engineering and coding best practices • Platform operations and support experience Nice to Have • GenAI / LLM experience • Retrieval-Augmented Generation (RAG) architectures • Vector database experience • Semiconductor or manufacturing domain knowledge