Job Information
Amgen Principal Machine Learning Engineer in Hyderabad, India
The AI/ML Lead will head Amgen’s AI/ML practice within the Innovation Lab, driving the development, validation, and deployment of machine learning and GenAI solutions across R&D, Manufacturing, and Commercial domains.
This role requires strong technical depth, leadership skills, and a deep understanding of responsible AI frameworks within regulated environments.
Key Responsibilities
Lead AI/ML strategy and implementation across multiple PoDs in the Innovation Lab.
Translate Amgen’s business objectives into data-driven AI/ML initiatives.
Define architecture, standards, and best practices for model design, training, and validation.
Oversee MLOps and CI/CD integration to enable scalable model deployment.
Guide the team on data preparation, feature engineering, and experimentation.
Review and approve model validation reports, metrics, and explainability artifacts.
Ensure compliance with Responsible AI, GxP, and privacy frameworks.
Collaborate with SMEs and Data Governance leads to align models with business and ethical objectives.
Mentor engineers, fostering innovation and technical excellence.
Required Qualifications
10–15 years of experience in data science or machine learning engineering.
Proven leadership in AI/ML project delivery and technical governance.
Expertise in Python, TensorFlow, PyTorch, Scikit-learn, or similar ML frameworks.
Experience with MLOps, MLflow, Databricks, and AWS SageMaker.
Strong grounding in model lifecycle management and validation documentation.
Excellent analytical, communication, and cross-functional collaboration skills.
Preferred Skills
Experience with GenAI / LLM architectures (LangChain, OpenAI APIs, Hugging Face).
Prior exposure to pharma, biotech, or life sciences R&D.
Certification in Machine Learning / Data Science / AWS AI Specialist.
Familiarity with data privacy regulations (HIPAA, GDPR) and ethical AI standards.