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PD Senior Engineer – Model Lifecycle, Sustainability and MLOps, Pharmaceutical Product Development
Bristol Myers Squibb
Hyderabad, IND
Full-time
Senior · 4+ years experience
Onsite
Discovered 6 days ago
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What You Will Do
- MLOps: Contribute to the development and implementation of MLOps frameworks, standards and best practices in collaboration with IT and Data Scientists, reducing the time from model prototype to production deployment
- 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, and continuous improvement.
- Model sustainability standards: Design scalable approaches for model discoverability, reproducibility, and governance.
- Model monitoring, Data Drift & Model Drift: Build a fit-for-purpose model observability strategy monitoring Model performance, Model & Data Drift, Infrastructure health, further developing alerting mechanisms
- Model discoverability and reuse leveraging PD’s Model Hub through lineage, and metadata capture mechanisms that work across programs and modalities.
What Makes You Successful
You work effectively in ambiguous environments, proactively identifying challenges & opportunities and independently develop solutions while engaging stakeholders as needed.
You identify the right problem and operating constraint before selecting a technology
You challenge assumptions and distinguish a compelling prototype from a sustainable enterprise capability.
You deconstruct complex scientific questions into testable, governable, and reusable components.
You balance scientific rigor, engineering quality, user experience, speed, risk, and practical business outcomes.
You communicate clearly, influence without authority, and create alignment across scientists, engineers, product teams, and governance partners.
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