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Sr Data Engineer, Specialist
Vanguard
Toronto, CAN
Full-time
Senior · 5+ years experience
Hybrid
CAD 90000-140000 yearly / year
Discovered 1 weeks ago
AWSDatabricksPySparkLakeflowDelta LakeUnity Catalog
Free
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AWSDatabricksPySpark
Key Skills for This Role
AWSDatabricksPySparkLakeflowDelta LakeUnity Catalog
Full Job Posting
Data Engineering & Architecture
Design, build, and optimize scalable, secure, and repeatable data pipelines using AWS (S3, Glue, Lambda, Step Functions, Redshift, IAM) and Databricks ( Py Spark , Lakeflow , Delta Lake, Unity Catalog).
Serve as the technical leader for data ingestion pipelines, modeling new datasets such as Advisor360, CRM, ETF, and Mutual Fund platforms.
Apply strong data modeling (dimensional, canonical, and domain-driven) principles to support analytics, reporting, and AI/ML use cases.
Ensure alignment with enterprise data architecture standards, promoting reusability, governance, and long-term maintainability.
Consultative Problem Solving
With limited guidance, independently perform deep investigations, identify data issues, and propose solutions that balance performance, cost, risk, and business needs.
Engage business stakeholders to gather ambiguous requirements, ask the right questions, and translate them into clear technical designs.
Provide thought leadership and recommend technical patterns, frameworks, and toolsets.
Data Quality, Reliability & Operations
Implement robust data quality frameworks , monitoring, and alerting to ensure high trust in business-critical data assets.
Troubleshoot data inconsistencies and ensure proper logging, testing, and recovery mechanisms across pipelines.
Lead regression testing, software upgrades, and production deployments with strong change control discipline.
Collaboration & Leadership
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