Functional Manager
Toronto, ON - Onsite
"Total Experience: 10+ years
Required Skill Sets:
• 10-12 years in technical program project management with at least 3-5 years in data platforms and MLAI operations.
• Strong understanding of data architectures (lake Lakehouse, warehouse, streaming), data governance, and MLOps Model Ops concepts.
• Hands-on familiarity with at least 3 of the following Cloud Data Azure (Synapse, Fabric), AWS (S3GlueRedshift), GCP (Big Query Dataflow), Databricks, Snowflake.
• MLOps RAI Azure ML, SageMaker, Vertex AI Moldflow, model registry, feature stores, drift fairness explainability tools.
• Data Governance Purview, Collibra, Alation data lineage, cataloging, DQ tooling Orchestration CI-CD Airflow, Prefect, dbt GitHub Actions Azure DevOps Jenkins Terraform Bicep Cloud Formation.
• Monitoring Observability Prometheus Grafana, cloud-native monitors, logging, data quality monitors, model monitoring.
• Proven experience embedding security privacy-by-design and RAI principles into delivery and ops.
• Excellent stakeholder management, vendor management, and executive communication skills.
• Certifications (nice-to-have) PMPPrince2, CSM SAFe, Azure AWS GCP dataAI, Databricks Snowflake, Governance Privacy.
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