AI Machine Learning Principal Engineer
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The role
This Global Product Compliance Engineering role is based in the Singapore Design Centre and focuses on engineering end-to-end, scalable ML models for regulatory compliance and environmental affairs.
You will apply AI/ML, statistics, optimization, software engineering and data engineering to build, test, operationalize, and govern machine learning models integrated into products.
Collaborate with business owners, software engineers, data scientists, data engineers, and global IT teams to align data collection, ML methodologies, and governance of model performance.
Optimize code for existing data streams, ML models, and APIs while applying best practices in software engineering and experimental design; establish ML engineering governance and practices.
Lead the design and testing of analytical technologies or new algorithms to enhance capabilities for key market segments, and define the ML/data analytics vision and project scope.
Proactively identify gaps, collaborate with engineering teams, and build partnerships with third parties to deliver vertical/horizontal analytics solutions and product integrations.
You will apply AI/ML, statistics, optimization, software engineering and data engineering to build, test, operationalize, and govern machine learning models integrated into products.
Collaborate with business owners, software engineers, data scientists, data engineers, and global IT teams to align data collection, ML methodologies, and governance of model performance.
Optimize code for existing data streams, ML models, and APIs while applying best practices in software engineering and experimental design; establish ML engineering governance and practices.
Lead the design and testing of analytical technologies or new algorithms to enhance capabilities for key market segments, and define the ML/data analytics vision and project scope.
Proactively identify gaps, collaborate with engineering teams, and build partnerships with third parties to deliver vertical/horizontal analytics solutions and product integrations.
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