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Senior Data & Analytics Architect

Toronto, Ontario

Posted: 11/14/2025 Employment Type: Permanent Job Number: 8850

Job Description


Our client is seeking a Senior Data & Analytics Architect to design and scale its next-generation cloud-native data, analytics, and AI platform. This is a role with high technical ownership, influence, and the ability to shape long-term architecture decisions. 

Description:


Modern Data & Lakehouse Architecture:
  • Design and implement scalable Lakehouse frameworks using Databricks, Delta Lake, Spark, and cloud services. 
  • Build robust data pipelines and establish enterprise-grade standards for data governance, cataloging, lineage, and access control. 
  • Support both real-time and batch analytics.

Machine Learning & Generative AI Enablement:
  • Partner with Data Science teams to operationalize ML and GenAI models. 
  • Architect solutions for LLM fine-tuning, model deployment, and model serving, ensuring scalability and compliance. 
  • Manage model lifecycle, feature stores, registries, and ML observability using MLflow and cloud-native tools.

MLOps & Platform Engineering:
  • Build and maintain CI/CD pipelines (Azure DevOps, GitHub Actions, or similar) for data/ML workflows. 
  • Automate data transformations and orchestration pipelines. 
  • Optimize compute infrastructure and implement observability frameworks and drift detection. 

Skills & Experience:
  • 10+ years in data architecture, data engineering, or analytics engineering.
  • Expertise in Databricks (pipelines, SQL, structured streaming, workflows), Spark/PySpark, and cloud data/ML services (Azure and/or AWS).
  • Experience with Unity Catalog, MLflow, and data governance frameworks.
  • Strong understanding of Lakehouse architecture, distributed compute, and modern MLOps.

Benefits:
  • Health & dental benefits (effective Day 1), Health Spending Account (HSA), and Wellness Spending Account (WSA).
  • Focus Friday afternoons.
  • Resources supporting mental, physical, and financial wellbeing.
  • Retirement / Pension plan.
  • Unlimited access to LinkedIn Learning and Education Assistance Program.
  • Maternity, Parental & Adoption Leave top-up programs.
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