IT & data jobs in Canada

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Added 1 month ago
AS
Data Scientist
AgileGrid Solutions
Canada
- Full-time
McKesson Corporation is seeking a highly skilled and innovative Lead Data Scientist with experience in Generative AI development. This role will lead the design, development, and deployment…
Added 1 month ago
EI
IT Support Technician – Desktop & Asset Management
Exarca Inc.
Montreal, QC
- Contract
BitRaser experience - Data Erasure across Devices. Or similar. Describe
Added 1 month ago
SS
Data Architect – Aviation Domain (AWS / PostgreSQL / IATA)
Syncredible Solutions
Canada
- Contract
We are seeking an experienced Data Architect with strong aviation industry knowledge to lead enterprise data modeling, Common Data Model (CDM), and integration initiatives across airline…
Added 1 month ago
CP
IT Support Technician III
Cosmetic Physician Partners
Westmount, QC
- Full-time
…Workspace tenant migrations; familiarity with HIPAA or another data-protection…
Added 4 months ago
HF
IT Systems Administrator
Hungry For Life International
Chilliwack, BC
- Internship
Added 1 month ago
R
Testeur - Moteurs d'aeronef, Classe B / Tester - Aircraft Engines, Class B
Rolls-Royce
Montreal, QC
- Full-time
Must have at least 6 months of experience
Added 1 month ago
J
Data Analyst, Product Insights - New Grad
Jobright.ai
Canada
- Full-time
…accelerating your route to the best job outcomes. The New Grad Data Analyst will uncover insights to guide product strategy and improve user outcomes by exploring behavioral data, customer…
Added 1 month ago
A
Senior IT Systems Administrator
Acquird.io
Toronto, ON
- $90,000 to $120,000 CAD / year
- Full-time
…maintaining an internal quote-generation system that pulls from ERP data. Planning upgrades/testing. Key tech: Epicor Prophet 21, Salesforce, SQL, Fivetran / Azure Data…
Added 1 month ago
M
Senior Data Analyst I, Product
Mistplay
Toronto, ON
- Full-time
The Senior Data Analyst I, Product within Mistplay's Data department will play a crucial role in enhancing Mistplay's business performance through insightful analysis and driving analytics…
Added 1 month ago
J
Machine Learning Engineer - Early Career (Canada)
Jobright.ai
Canada
- Full-time
…scalable infrastructure for AI agents, as well as optimize data processing and develop automated systems for model…
Added 2 months ago
JG
Technical Business Analyst - ERP Data Migration
J&M Group
Vancouver, BC
- Contract
Reporting to the ERP Data Lead, the Technical Business Analyst - ERP Data Migration will play a meaningful role in data readiness and data migration activities during the ERP implementation…
Added 1 month ago
AL
Experienced Technical Business Analyst
Acturis Limited
Victoria, BC
- Full-time
Work from home up to 3 days per week and in our Victoria, BC office for the other 2 days
Added 1 month ago
RI
Data Scientist
Remarcable, Inc.
Remote, Canada
- $150,000 to $180,000 CAD / year
- Full-time
- Remote
…unmatched visibility and control. As we scale across North America, data is at the core of how we deliver on that…
Added 1 month ago
AV
IT Support Specialist
Adaria Vending Services Limited
Concord, ON
- Full-time
Added 1 month ago
AV
IT Support Specialist
Adaria Vending Services Limited
Concord, ON
- Full-time
Added 2 months ago
Machine Learning Engineer, Associate Director
Fitch Group
Toronto, ON
…by "let's prove this is possible" rather than "we need more data before we decide," this is a high-impact role where you'll spend less time justifying AI's potential and more time realizing…
Added 1 month ago
Regulatory Systems Analyst Co-op
Sonova AG
Kitchener, ON
Added 1 month ago
AL
AWS Cloud Data Engineer / Toronto, ON / Onsite / Full-Time (FTE)
AceStack LLC
Toronto, ON
- Full-time
We are seeking an experienced AWS Cloud Data Engineer with strong expertise in data engineering, data warehousing, and AWS cloud technologies. The ideal candidate will have hands-on…
Added 1 month ago
R
Senior Trading Systems Analyst – Bloomberg
Raise
Toronto, ON
- Contract
Must Have Requirement:
Added 1 month ago
J
Data Engineer (Early Career) (Canada)
Jobright.ai
Canada
- Full-time
Jobright is your personal AI job search agent transforming the job search process. They are seeking an early-career Data Engineer to design and build data pipelines, ensuring data quality…
Added 1 month ago
S
Lead Data Scientist
Sigmoid
Canada
- Full-time
Sigmoid unlocks business value for Fortune 1000 companies through expert data engineering, data science, and AI consulting. We solve complex challenges for leaders in CPG, Retail, BFSI, and…
Added 1 month ago
NE
Junior Business Data Analyst - Winter 2027 Co-op
Nexus Energy Inc.
Toronto, ON
- $20 to $22 CAD / hour
- Full-time
Job Title: Junior Business Data Analyst - Winter 2027 Co-op
Added 1 month ago
Kubernetes Systems Administrator – L3
Global Relay
Vancouver, BC
…solutions. We securely capture and preserve the communications data of the world’s most highly regulated firms, giving them greater visibility and control over their information and…
Added 2 months ago
FG
Machine Learning Engineer, Associate Director
Fitch Group, Inc.
Toronto, ON
- Full-time
…by "let's prove this is possible" rather than "we need more data before we decide," this is a high-impact role where you'll spend less time justifying AI's potential and more time realizing…
Added 1 month ago
PX
Staff Machine Learning Engineer – AI & Agentic Systems
Project X Ltd.
Toronto, ON
- Full-time
…talented, client-focused problem solvers who thrive on complex data challenges. Guided by our values of Care, Bravery, Excellence, and Innovation, we value people who take ownership of…

AceStack LLC

AWS Cloud Data Engineer / Toronto, ON / Onsite / Full-Time (FTE)

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
Experience: Experience: 10+ Years
Posting language: English
Posted: Sep 14, 2026

Original job description

Job Title: AWS Cloud Data Engineer

Location: Toronto, ON

Work Model: Onsite

Employment Type: Full-Time (FTE)

Experience: 10+ Years

Job Overview

We are seeking an experienced AWS Cloud Data Engineer with strong expertise in data engineering, data warehousing, and AWS cloud technologies. The ideal candidate will have hands-on experience building scalable data platforms, developing ETL/ELT pipelines, and supporting large-scale data migration and modernization initiatives, particularly within the Banking and Financial Services domain.

The role will focus heavily on modernizing legacy IBM Netezza workloads and migrating data platforms to AWS-based data lake and data warehouse architectures.

Required Technical Skills

Strong experience in Data Engineering, Data Warehousing, and AWS Cloud
Amazon S3 – Data Lake architecture and implementation
AWS Glue – ETL/ELT development
AWS Lambda – Serverless data processing
Amazon Redshift – Data warehousing
AWS Step Functions – Workflow orchestration
AWS IAM – Identity, access management, and security
AWS CloudWatch – Monitoring and operational support
IBM Netezza – Development, administration, or migration experience
ETL/ELT design and development
Data warehouse architecture and data modeling
Data migration and modernization
CI/CD pipeline implementation
Apache Spark and distributed data processing
Strong understanding of data security, governance, quality, and compliance

Key Responsibilities

Data Engineering & Development

Design, develop, and maintain scalable AWS-based data pipelines and data processing workflows.
Build and manage enterprise data lakes and data warehouses using Amazon S3, Amazon Redshift, and related AWS services.
Develop robust ETL/ELT pipelines using AWS Glue, Lambda, Apache Spark, and other data engineering technologies.
Implement batch and streaming data ingestion frameworks.
Develop reusable frameworks for data ingestion, transformation, validation, and loading.
Optimize data pipelines for performance, scalability, reliability, and cost efficiency.
Monitor, troubleshoot, and resolve data pipeline and workflow issues.
Implement data quality checks and validation processes across data pipelines.

AWS Cloud & Data Architecture

Design and implement cloud-native data solutions following AWS architecture and engineering best practices.
Develop scalable and highly available data architectures for enterprise workloads.
Implement security and access controls using AWS IAM and other AWS security capabilities.
Configure and maintain operational monitoring and alerting using AWS CloudWatch.
Ensure data platforms meet organizational requirements for security, governance, privacy, quality, and compliance.
Identify opportunities to improve platform performance, scalability, reliability, and cloud cost optimization.

Data Migration & Modernization

Analyze existing IBM Netezza environments, workloads, data structures, and ETL processes.
Design and implement migration strategies from IBM Netezza to AWS-based data lake and data warehouse platforms.
Develop migration pipelines and transformation processes to move legacy workloads to AWS.
Validate data completeness, accuracy, performance, and functionality following migration.
Ensure appropriate feature parity and optimize workloads for the target AWS environment.
Support migration activities across development, testing, deployment, and production environments.
Troubleshoot migration-related data and performance issues.

Testing & Deployment

Develop and execute unit tests for data pipelines and transformation logic.
Support QA, SIT, UAT, regression, and performance testing activities.
Implement automated deployment processes using CI/CD pipelines.
Promote data engineering solutions across development, QA, and production environments.
Support production releases, deployment validation, and post-production stabilization.
Maintain technical documentation for data pipelines, architectures, migration processes, and operational procedures.

Domain Experience

Strong experience in Banking and Financial Services environments.
Understanding of enterprise banking data, financial data platforms, regulatory requirements, and data governance.
Experience working with large-scale enterprise data migration or modernization programs is highly preferred.

Preferred Qualifications

Bachelor's degree in Computer Science, Engineering, Information Technology, or a related field.
Strong problem-solving and analytical skills.
Experience working in Agile/Scrum development environments.
Excellent communication and collaboration skills.
Ability to work effectively with data architects, developers, QA teams, business stakeholders, and cloud engineering teams.

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More about this job

Responsibilities

Design and maintain scalable AWS-based data pipelines and enterprise data lakes using S3 and Redshift. Lead the migration of legacy IBM Netezza workloads to modern AWS cloud architectures within the banking sector.

Requirements

Requires over 10 years of experience in data engineering and AWS cloud technologies, specifically with Glue, Lambda, and Redshift. Strong background in Banking and Financial Services and experience with IBM Netezza migration is highly preferred.

Skills

AWS Cloud
Data Engineering
Data Warehousing
Amazon S3
AWS Glue
AWS Lambda
Amazon Redshift
AWS Step Functions
AWS IAM
AWS CloudWatch
IBM Netezza
ETL/ELT
Apache Spark
CI/CD
Data Modeling
Data Migration

Visa sponsorship

Not detected in the job text

Keywords

AWS
Cloud Computing
Data Lake
Data Warehouse
ETL
ELT
Amazon S3
AWS Glue
AWS Lambda
Amazon Redshift
AWS Step Functions
AWS IAM
AWS CloudWatch
IBM Netezza
Apache Spark
CI/CD
Data Governance
Data Security
Banking
Financial Services
Agile
Scrum
Data Migration
Modernization
Distributed Data Processing
Data Quality
Cloud Architecture
Serverless
Workflow Orchestration
Data Modeling

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IT & data jobs in Canada

Data Scientist

IT Support Technician – Desktop & Asset Management

Data Architect – Aviation Domain (AWS / PostgreSQL / IATA)

IT Support Technician III

IT Systems Administrator

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Data Analyst, Product Insights - New Grad

Senior IT Systems Administrator

Senior Data Analyst I, Product

Machine Learning Engineer - Early Career (Canada)

Technical Business Analyst - ERP Data Migration

Experienced Technical Business Analyst

Data Scientist

IT Support Specialist

IT Support Specialist

Machine Learning Engineer, Associate Director

Regulatory Systems Analyst Co-op