PD Senior Engineer – Model Lifecycle, Sustainability and MLOps, Pharmaceutical Product Development
HyderabadFull-time4–7 yrsPosted 2 days ago
Mid-level data science role at Transform Your Career Journey at Bristol Myers Squibb | Explore Open in Hyderabad. Needs 4+ years and a B.Tech, B.E. or B.Sc.
About the role
We are seeking a technically strong and experienced Senior Engineer who will drive model lifecycle sustainability efforts to ensure that the performance of machine learning, statistical, and other data-driven models within PD is reproducible, observable, governed, and valuable long after initial deployment.
What you'll do
- Model onboarding and operationalization: Deployment and operationalization of advanced machine learning, statistical, and data-driven models within PD’s Model Hub
- End-to-end model lifecycle workflow: Develop and implement robust model lifecycle workflows including validation, deployment, monitoring, retraining, versioning
- Model sustainability standards: Design scalable approaches for model discoverability, reproducibility, and governance
- Model discoverability and reuse leveraging PD’s Model Hub through lineage, and metadata capture mechanisms that work across programs and modalities
- You work effectively in ambiguous environments, proactively identifying challenges & opportunities and independently develop solutions while engaging stakeholders as…
What you need
- MLOps
- Machine learning
- Python
- Scikit-learn
- AWS
- Statistics
Good to have
- LLMs
- Databricks
- Spark
- PyTorch
- CI/CD
- Test automation