Cloud Data Architect

2 days ago


Toronto, Ontario, Canada Virtusa Full time US$120,000 - US$180,000 per year

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)
.

Lead
modernization/migration programs
: Exadata/Oracle/Informatica/Hadoop/SAS →
Spark/Databricks
,
Redshift/Snowflake/BigQuery
.

Platform & Engineering
Architect Multi‑cloud Data Platforms Leveraging
AWS
: S3, Glue, Lambda, MSK/Kinesis, EMR, Redshift, Step Functions, MWAA.

Azure
: ADF, ADLS, Functions, Event Hub, Azure SQL, Logic Apps, Stream Analytics.

GCP
: 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
Drive
CI/CD
for data pipelines using
Terraform
,
Jenkins
,
Databricks Asset Bundles
, TypeScript
CDK
; standardize environments, promotion flows, secrets management.

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



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