Job Description The Krembil Centre for Neuroinformatics (KCNI) is CAMH’s research centre for computational neuroscience, data science and AI in mental health. KCNI operates CAMH’s research computing environment, including on-premises GPU infrastructure and the platforms supporting the BrainHealth Databank and multi-institutional research partnerships, and leads AI model development for the hospital. CAMH’s operational AI capability runs as a federated model: an applied AI team develops and supports operational models for clinical and corporate use, KCNI leads AI research and development, and machine learning operations sits between the two. The Krembl team is looking for a full time, contract (1 year) Senior Data Engineer to join our team. Reporting to the Operations Director, you will play a crucial role in managing the entire data lifecycle within the project for challenge organization. This includes data ingestion and deposition into a data platform, data preparation, documentation and dissemination to challenge users, while ensuring data integrity and alignment with Canadian privacy laws and healthcare data sharing practices.



The Data Engineer will collaborate with various challenge teams to support the organization of diverse data types by constructing and maintaining data systems and databases. Responsibilities Own and operate the MLOps practice: model deployment, serving, versioning, monitoring, drift detection, retraining triggers and rollback across CAMH’s research and operational AI environments Build and maintain the production data pipelines feeding machine learning workloads across KCNI research platforms and the enterprise data platform (Snowflake) Deploy, monitor and maintain machine learning and large language model services in on-premises GPU and cloud environments Implement and maintain CI/CD, containerization and infrastructure-as-code practices for data and ML workloads Serve as the technical interface between the applied AI team and KCNI research and model development teams, moving models from development into supported production operation Apply CAMH privacy, security and data governance requirements to all data and model workflows, including PHI handling under PHIPA Document environments, pipelines and runbooks to a standard that supports sustained operation and knowledge

📌 Senior Data Engineer - Krembil Centre For Neuroinformatics (Toronto)
🏢 CAMH
📍 Toronto