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J&M Group

Data Engineer

Toronto, ON, Canada

Job type: Contract
Apply by: Feb 9, 2027
Posting language: English
Posted: Aug 4, 2026

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Original job description

We're looking for a Data Engineer with strong Python and SQL Server expertise to build and maintain ETL pipelines and reporting solutions for a major Canadian bank in downtown Toronto. The ideal candidate is comfortable working across the full data lifecycle from extraction and transformation through to Tableau dashboard delivery and stakeholder reporting.

What You'll Do

Develop ETL pipelines using Python to extract data from APIs, Excel files, databases, and other source systems
Load and manage data in SQL Server databases
Develop and optimize stored procedures, views, functions, and SQL queries
Implement data transformation, validation, and business rules within SQL Server
Create and maintain Tableau dashboards, reports, and visualizations
Ensure data quality, integrity, and performance across the data pipeline
Collaborate with business stakeholders to gather requirements and deliver reporting solutions
Support production deployments, troubleshooting, and ongoing enhancements

What You Bring

Strong Python development experience with a focus on ETL pipeline development
Solid SQL Server skills including stored procedures, views, functions, and query optimization
Hands-on experience with Tableau for dashboard development and reporting
Experience integrating data from REST APIs, Excel, CSV, and other source systems
Strong understanding of data transformation, validation, and analytics reporting
Good communication and stakeholder engagement skills
Eligibility for a mandatory background check

Nice to have

Experience in banking or financial services data environments
Familiarity with data governance and data quality frameworks
Prior experience supporting production data pipelines in a regulated environment

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More about this job

Responsibilities

Develop and maintain Python-based ETL pipelines that integrate data from APIs, Excel files, databases, and other sources, and manage and optimize data solutions in SQL Server. Build Tableau dashboards and reporting solutions, ensure data quality and pipeline performance, and support stakeholders, production deployments, troubleshooting, and ongoing enhancements.

Requirements

The role requires strong Python ETL development skills, solid SQL Server expertise, and hands-on Tableau dashboard and reporting experience. Candidates should be experienced integrating data from varied sources and applying data transformation and validation, communicate effectively with stakeholders, and be eligible for a mandatory background check.

Skills

Python
SQL Server
ETL Pipeline Development
Tableau
Stored Procedures
Views
Functions
SQL Query Optimization
REST API Integration
Data Transformation
Data Validation
Data Quality
Data Integrity
Reporting
Stakeholder Engagement
Production Support

Visa sponsorship

Not detected in the job text

Keywords

Python
SQL Server
ETL
Tableau
Stored Procedures
Views
Functions
SQL Query Optimization
REST APIs
Excel
CSV
Data Integration
Data Transformation
Data Validation
Business Rules
Data Quality
Data Integrity
Analytics Reporting
Dashboards
Data Pipelines
Production Deployments
Stakeholder Requirements
Banking
Financial Services
Data Governance
Regulated Environment
Background Check

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