Data Engineer Full Time (Toronto)

Data Engineer Full Time (Toronto)

18 Oct
|
Realign
|
Toronto

18 Oct

Realign

Toronto

Location: Toronto, ON
Work Model: Hybrid
Job Type: Full Time
Experience: 6–8 Years
Primary Skills
Job Description
We are seeking an experienced Data Architect - Technical Architect with 6–8 years of experience in designing and implementing scalable, secure, and efficient enterprise data architectures. The ideal candidate will have strong expertise across ETL, Azure, Azure Data Factory (ADF), Databricks, Big Data, and AWS .
The role will focus on architecting modern data platforms, data warehouses, data lakes, and cloud-based data solutions aligned with business requirements and enterprise technology strategies.
Key Responsibilities
Design and implement scalable, secure, and efficient enterprise data architectures aligned with business requirements.
Develop conceptual, logical, and physical data models to support operational and analytical systems.
Architect and implement up-to-date data warehouses, data lakes, and cloud-based data platforms .
Define data integration strategies covering ETL/ELT pipelines, batch processing, and real-time data processing .
Design data solutions using Azure, Azure Data Factory (ADF), Databricks, Big Data technologies, and AWS .
Evaluate and recommend appropriate data technologies, platforms, and architectural solutions based on business and technical requirements.
Establish data architecture standards, patterns, and best practices.
Collaborate with business, data engineering, development,



and infrastructure teams to translate requirements into scalable data solutions.
Ensure data architectures meet requirements for security, scalability, performance, reliability, and maintainability .
Provide technical leadership and architectural guidance throughout data platform implementation.
Required Skills & Experience
~6–8 years of overall experience in data architecture, data engineering, or technical architecture.
~ Minimum 4–5 years of hands‑on experience with:

~ ETL

- Azure
- Azure Data Factory (ADF)
- Databricks
- Big Data technologies

~ AWS

Experience developing conceptual, logical, and physical data models .
Strong understanding of data warehouse and data lake architectures .
Hands‑on experience defining ETL/ELT, batch, and real‑time data integration strategies .
Strong knowledge of cloud‑based data platforms and modern data architecture patterns.
Ability to evaluate data technologies and recommend solutions based on business requirements.
Strong analytical, problem‑solving, communication, and stakeholder management skills.
Preferred Skills
Experience with modern cloud data architecture and distributed data processing.
Knowledge of data governance, security, and data quality practices.
Experience working in enterprise‑scale data transformation initiatives.
Required Skills
Data Analyst
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📌 Data Engineer Full Time (Toronto)
🏢 Realign
📍 Toronto

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