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Data Engineering Lead
2 weeks ago
Job Title: Data Engineering Lead
Location: Toronto, Ontario, Canada (Hybrid)
Experience Level: 8–10 Years
Employment Type: Contract - W2 Only
Position Overview
We are seeking a highly skilled and motivated
Data Engineering Lead
to design, build, and optimize scalable data pipelines and architectures for enterprise analytics and business intelligence platforms. The ideal candidate will have strong hands-on experience in
Python, PySpark, SQL, Snowflake
, and modern
ETL/Data Integration tools
, with a solid understanding of
data quality, governance, and performance optimization
.
This role requires both technical expertise and leadership ability to guide cross-functional teams in implementing robust data engineering solutions.
Key Responsibilities
- Lead the end-to-end design and implementation of scalable data pipelines and ETL workflows for batch and real-time processing.
- Develop, optimize, and maintain data models and data warehouse solutions on
Snowflake
or similar cloud data platforms. - Design and implement efficient
PySpark
and
Python
-based data transformations to handle large-scale structured and semi-structured data. - Collaborate with data analysts, data scientists, and business stakeholders to ensure high-quality, accessible, and trusted data.
- Integrate data from multiple sources (on-prem, cloud, APIs) using
ETL and data integration tools
such as Informatica, Talend, Azure Data Factory, or similar. - Define and implement
data quality checks
, data validation frameworks, and exception handling mechanisms. - Manage and optimize data storage, partitioning, and query performance to meet SLAs.
- Establish best practices for data engineering, version control, CI/CD for data pipelines, and monitoring solutions.
- Provide technical leadership, code reviews, and mentorship to junior data engineers.
- Ensure compliance with data governance, security, and privacy standards.
Required Skills and Qualifications
- 8–10 years
of experience in Data Engineering, with proven expertise in
Python, PySpark, and SQL
. - Strong experience with
Snowflake
(or equivalent data warehouse platforms such as Redshift, BigQuery, or Synapse). - Proficiency in
ETL development
and
data integration tools
(e.g., Informatica, Talend, DataStage, or Azure Data Factory). - Hands-on experience building
data pipelines
on cloud environments (AWS, Azure, or GCP). - Deep understanding of
data quality frameworks, data validation, and data governance
principles. - Solid experience with
data modeling, performance tuning, and query optimization
. - Experience implementing
CI/CD
and
version control (Git, Jenkins)
in data projects. - Excellent problem-solving, communication, and leadership skills.
- Bachelor's or Master's degree in
Computer Science, Information Systems, or related field
.
Preferred Qualifications
- Experience with
orchestration tools
such as Apache Airflow or Azure Data Factory. - Knowledge of
data cataloging and lineage tools
(e.g., Collibra, Alation). - Exposure to
machine learning data pipelines
or
data lake architectures
. - Familiarity with
agile methodologies
and
DevOps for data
practices.