Design and develop artificial intelligence  AI  and machine learning  ML  systems leveraging existing cloud AI services. Design and build scalable data pipelines to support model training and production with DevOps   MLOps. Customize and apply Deep Learning and Gen AI models for use cases based on the business needs, data availability, system and infrastructure requirements including edge devices and High Performance Computers  HPCs . Justify the quality and value of the solution. Engage in research and development of new AI and high performance compute algorithms, models, and simulations along with their applications to solve complex problems. Work with large scale datasets and utilize data preprocessing techniques to ensure high quality input for training and production. Implement and maintain efficient data storage and retrieval mechanisms for models and knowledge using appropriate tools.