Jobs in Vaughan

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Within 25 km of Vaughan

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Yochana

Data Architect (Google BigQuery/GCP to Azure Databricks)

Toronto, ON, Canada

Full-time

Within 25 km of Vaughan · About 22.9 km from the city centre

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Job details

Job type: Full-time
Apply by: Nov 21, 2026
Posted: Oct 22, 2026

Original job description

Position Name – Data Architect

Type of hiring – Fulltime/Subcon

Location – Downtown Toronto, ON

Work Model – Hybrid (3 days office, 2 days remote)

Job Description:

We are seeking an experienced Data Architect to lead the architecture and modernization of our enterprise data platforms. This role is critical as we undertake a large-scale migration from Google BigQuery/GCP to Azure Databricks. The Data Architect will be responsible for defining the target-state architecture, developing the migration strategy, implementing data governance, and executing the Lakehouse architecture for a strategic data transformation program.

Responsibilities

Define the Azure Databricks Lakehouse architecture and create a comprehensive migration roadmap.
Design and implement Medallion Architecture (Bronze, Silver, Gold) and Delta Lake solutions.
Lead the architecture for the BigQuery-to-Databricks migration, including source-to-target mapping.
Establish governance, security, and data management standards utilizing Unity Catalog.
Architect scalable data models, ingestion frameworks, and analytics platforms to support business needs.
Collaborate with business, engineering, and program teams to deliver cloud modernization initiatives effectively.

Mandatory Skills

Expertise in Azure Databricks, including Delta Lake and Lakehouse Architecture.
Proficient in PySpark and SQL.
Strong background in Data Modeling (Dimensional/Data Vault), Data Migration, and Modernization.
Experience with Azure Data Factory and ADLS Gen2.
Familiarity with CI/CD processes and Azure DevOps.
Proven experience in delivering large-scale cloud data migration programs.

Preferred Skills

Experience with BigQuery migration.
Financial Services industry experience is preferred.

Qualifications

15+ Years of experience in Data & Analytics.
5+ Years of experience in Data Architecture.
Preferred certifications include:
Microsoft Azure Solutions Architect Expert
Databricks Certified Professional
TOGAF

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More about this job

Responsibilities

Define the target Azure Databricks Lakehouse architecture and migration roadmap for the enterprise transition from Google BigQuery/GCP. Lead the migration and implementation of Medallion Architecture and Delta Lake solutions, while establishing governance, security, data models, and ingestion frameworks in collaboration with business and technical teams.

Requirements

Requires 15+ years of experience in Data & Analytics and 5+ years in Data Architecture, with expertise in Azure Databricks, Delta Lake, Lakehouse Architecture, PySpark, SQL, data modeling, and cloud data migration. Experience with Azure Data Factory, ADLS Gen2, CI/CD, and Azure DevOps is required; BigQuery migration and Financial Services experience are preferred, as are the listed architecture and Databricks certifications.

Skills

Azure Databricks
Delta Lake
Lakehouse Architecture
PySpark
SQL
Data Modeling
Data Migration
Cloud Modernization
Azure Data Factory
ADLS Gen2
CI/CD
Azure DevOps
Unity Catalog
BigQuery
Data Governance

Visa sponsorship

Not detected in the job text

Keywords

Azure Databricks
Google BigQuery
Google Cloud Platform
Microsoft Azure
Lakehouse Architecture
Medallion Architecture
Bronze-Silver-Gold
Delta Lake
PySpark
SQL
Data Modeling
Dimensional Modeling
Data Vault
Data Migration
Cloud Modernization
Azure Data Factory
ADLS Gen2
Unity Catalog
Data Governance
Data Security
Data Management
CI/CD
Azure DevOps
Databricks Certified Professional
TOGAF
Financial Services
Data Ingestion
Analytics Platforms

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