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Azure AI/Data Architect

Student-Friendly Entry-Level
Company

Manulife Insurance Malaysia

Location

toronto, Canada

Posted

June 04, 2026

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About This Opportunity

Position Responsibilities

  • Design and implement data integration solutions to facilitate seamless data flow between systems.
  • Architect and oversee data ingestion, transformation, and orchestration using ADF/Synapse pipelines, Databricks Workflows, and event‑based patterns.
  • Establish data modeling standards (dimensional/Kimball, Data Vault, lakehouse models) and semantic layers for BI/ML consumption.
  • Implement governance: data catalogs/lineage, DQ frameworks, security, RBAC/ABAC, and compliance alignment (e.g., Purview, Unity Catalog).
  • Design scalable ML platforms: feature stores, model training/serving, experiment tracking (MLflow), and CI/CD for ML (MLOps).
  • Optimize performance and cost: cluster sizing, autoscaling, storage layout (partitioning/Z‑ordering), caching, and query tuning (Spark SQL/PySpark).
  • Define data contracts/APIs and integration patterns for cross‑domain interoperability and application consumpti...