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Principal Engineer: Machine Learning Systems

RAVL

Toronto · On-site Full-time Lead 2d ago

About the role

Join RAVL as a Principal Engineer specializing in machine learning systems. Shape the future of financial technology by designing scalable platforms in a hands-on role. RAVL is looking for an experienced ML Platform Engineer to craft cloud-native solutions that drive measurable ROI for clients. Your focus will be on leveraging Azure Databricks to design, build, and optimize machine learning infrastructures. You’ll take charge of MLOps pipelines and mentor junior engineers, contributing to end-to-end model management while ensuring platform performance aligns with best practices. Key Responsibilities: • Lead development of ML platforms on Azure Databricks • Standardize MLOps processes and model versioning • Extend Databricks with custom services and APIs • Integrate enterprise systems for security and governance • Mentor engineering staff and guide technical projects Requirements: • Extensive experience in ML platform development • Strong proficiency in Azure and Databricks tools • Background in backend engineering (Python/Scala/Java) • Knowledge of MLOps and model management • Systems-oriented with a strong leadership presence Drive innovation in machine learning systems at RAVL today. #J-18808-Ljbffr

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