- Understanding of Biopharma R&D systems landscape and understanding of R&D processesUnderstanding of AI/ML technology advancements provide technology leadership and advise on future technology roadmap for client platform
- Hands on in developing a custom MLOPS application for data scientists using Seldon MLflow Apache Airflow etc
- Hands on in designing and developing build automation for complex and very large models esp. image models
- Should have dealt with Hybrid environment (On prem and cloud).
- Should have expert knowledge on job queuing resource optimization and scaling etc
- Understanding of AWS cloud stack and experience in architecting large enterprise systems
- Ability to define and implement architecture standards archtecture management processes and governance across multiple application modules
- Experience of working with regulated environments ( GxP / SaMD)
R&D systems,MLflow,Apache Airflow