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Cloud Data Architect

4 weeks ago

Toronto, Canada Virtusa Full time

Job Description - Cloud Data Architect (CREQ239726)

Job Description

Description

Define and own enterprise data architecture patterns: lakehouse, data warehouse, data lake, data vault and dimensional models, aligned to business needs and regulatory requirements.

Create reference architectures for batch, streaming, and transactional pipelines using Databricks (DLT, Autoloader, Unity Catalog, SQL Warehouse).

- S3

- Glue

- Lambda

- MSK/Kinesis

- EMR

- Redshift

- Step Functions

- MWAA

- Dataflow

- Dataproc

- BigQuery

- Composer

- GCS

- Cloud Functions

- Vertex AI

Establish performance optimization guidelines for PySpark/Spark: memory tuning, shuffle/partition strategies, UDF optimization, RAPIDS/GPU acceleration.

Design event‑driven ingestion and CDC architectures (GoldenGate, Kafka/MSK, Kinesis, Glue/Airflow operators).

Governance, Security & Reliability

Implement data governance: Unity Catalog, access controls, lineage, PII handling, encryption/decryption in transit and at rest.

Define observability & reliability standards: data quality (DQ), schema evolution, incident management, SLAs/SLOs, cost guardrails.

DevOps & Orchestration

Standardize Airflow/MWAA/Composer orchestration with reusable operators and DAG patterns.

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