Data and AI Engineer, Digital R&D, Data & AI Products and Platforms (Cataly

at  Sanofi

R2784153 Data and AI Engineer, Digital R&D, Data & AI Products and Platforms (Catalyst)
Department: Head of Biologics AI Platform
Location: Toronto, Ontario, Hybrid

• Gather and organize large, complex data assets, performing transformations and relevant analysis to meet required business needs using both scripting and GUI based software.
• Develop and maintain data / ML engineering solutions based on requirements and design specifications using appropriate tools and technologies.
• Create and test data pipelines / ETL pipelines and optimize performance
• Create design and development documentation based on standards for knowledge transfer, training, and maintenance.
• Ensure the quality and proper management of data assets across the data lifecycle.
• Create data models and optimize queries performance, leveraging existing or create new “standard data pipelines” within Sanofi to bring value through business use cases.
• Work with business and products teams to understand requirements, and translate them into technical needs.
• Develop automated tests for CI/CD pipelines.
• Work with cutting edge tech stack on a cloud first environment, working with both proprietary and open-source technologies.
• Design AI/ML apps and implement automated model and pipeline monitoring, adaption and validation working closely with data scientists and other engineers.