
Posted 24 days ago
Principal ML Architect
HaleonPrincipal ML Architect
Requirements
End-to-end ML architecture expertise, Cloud-native ML solution design (Azure), Advanced MLOps knowledge, CI/CD for ML, Data and feature engineering, Bachelor's degree in CS, Data Science, or related field
Skills
Machine LearningMLOpsAzureAIData Engineering
About the role
Responsibilities
- Own and govern end-to-end ML architectures for complex, high-impact AI initiatives across the enterprise
- Define and maintain standardized ML architecture patterns covering training, inference, batch, and real-time use cases
- Evolve the ML platform architecture, including experimentation, training, deployment, and monitoring capabilities
- Embed MLOps principles, Responsible AI principles, and security controls into architecture standards
- Act as the architectural bridge between delivery teams, ML platforms, and enterprise data and cloud architecture
- Mentor senior ML engineers and data scientists to raise architectural maturity and engineering quality
Requirements
- Deep expertise in end-to-end machine learning architecture, including model development and production deployment
- Proven experience designing cloud-native ML solutions on enterprise platforms such as Azure
- Advanced knowledge of MLOps practices, including CI/CD for ML, model monitoring, and lifecycle governance
- Strong understanding of data engineering, feature engineering, and ML pipelines
- 10+ years of experience across data, analytics, or engineering roles with significant depth in AI/ML
- Bachelor's degree in Computer Science, Data Science, Engineering, Mathematics, or a related field
Preferred Qualifications
- Experience working in regulated or high-risk ML environments
- Exposure to multiple ML domains including predictive modeling, NLP, optimization, or computer vision
- Familiarity with enterprise data platforms and analytics ecosystems
- Master's degree or PhD in a relevant discipline
About the Company
Haleon is a purpose-driven, world-class consumer company dedicated to putting everyday health in the hands of millions. With a trusted portfolio of brands including Sensodyne, Panadol, Advil, and Centrum, we combine deep human understanding with trusted science to deliver better everyday health with humanity.
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Haleon · Bengaluru
