IT & data jobs in Canada

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Added 12 days ago
BS
Information Security Analyst, Intermediate
Brainhunter Systems Ltd
Toronto, ON
- Contract
Added 12 days ago
TT
Equity Application Support Analyst - Investment Banking
Tech Talent International
Montreal, QC
- $100,000 to $120,000 CAD / year
- Full-time
Develop and maintain internal reports, data extracts, and business requests.
Added 12 days ago
H
IT Support Specialist II
HDR
Vancouver, BC
- Full-time
Added 12 days ago
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Data Engineer
Wiraa
Canada
- Full-time
We are seeking a versatile and highly motivated Data Engineer to join our data analytics and reporting team. This pivotal role bridges the gap between raw data and actionable business…
Added 12 days ago
S
Desktop Support Analyst
Stantec
Saskatoon, SK
- Full-time
Added 12 days ago
FC
Green - Technical Business Analyst - Toronto Police Service - Consulting
FuntoNetwork Consulting
Toronto, ON
- $65 to $139 USD / hour
- Contract
Record data inputs and outputs mentioned in the available Information Technology Professional Services material.
Added 12 days ago
CA
Junior Helpdesk Technician
Centennial Auto Group
Summerside, PE
- Full-time
Added 12 days ago
Q
Machine Learning Engineer, Frameworks & Performance (New Grad to Principal level)
Qualcomm
Markham, ON
- Full-time
Added 12 days ago
DI
System Administrator
Dawn InfoTek
Toronto, ON · Greater Toronto Area, Canada
- Contract
Location: Scarborough, ON (Hybrid – 3 days per week in the office) · Must Have Skills:
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A
Administrateur·rice systèmes senior – Senior Systems Administrator
ALFACONSEIL.CA
Bas-Saint-Laurent, QC
- Full-time
Added 12 days ago
F
Senior Machine Learning Engineer
Fusemachines
Remote, Canada
- Contract
- Remote
You must possess a strong hybrid skill set: deep expertise in applied machine learning combined with production-grade software engineering skills
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C
SQL Database Administrator
CloudVital
Vancouver, BC
- Full-time
Added 12 days ago
AC
Database Administrator
Amphenol Communications Solutions
Markham, ON
- Full-time
…assemblies for diverse applications including server, storage, data center, mobile, RF, networking, industrial, business equipment, and…
Added 12 days ago
RD
Technical Project Manager - AI
Randstad Digital
Montreal, QC · Greater Montreal Metropolitan Area
- $70 to $90 CAD / hour
- Contract
…orchestrate high-impact technology initiatives across enterprise data platforms, financial systems transformation, and AI-assisted software delivery workflows. Operating at the intersection…
Added 12 days ago
PG
Cyber Security Analyst
Pacer Group
Calgary, AB
- $50 to $53 CAD / hour
- Contract
Added 12 days ago
PG
Cyber Security Analyst
Pacer Group
Calgary, AB
- $50 to $53 CAD / hour
- Contract
Added 12 days ago
AC
Data Analytics Manager
Amphenol Communications Solutions
Markham, ON
- Full-time
…assemblies for diverse applications including server, storage, data center, mobile, RF, networking, industrial, business equipment, and…
Added 12 days ago
RH
Data Engineer
Robert Half
North Vancouver, BC
- $40 to $60 CAD / hour
- Contract
Our client is seeking a Senior Business Analyst / Data Engineer to support operational reporting, analytics, and business process improvements within a complex ERP environment. This is an…
Added 12 days ago
AT
Lead Data Analyst
Altis Technology
Ottawa, ON · Greater Ottawa Metropolitan Area
- Contract
Are you a data-driven leader who enjoys turning complex information into meaningful insights? We're seeking a Data Analyst to join a national association supporting Canada's electricity…
Added 12 days ago
AI
Senior AWS Data Engineer
Apptoza Inc.
Toronto, ON
- Full-time
We are seeking a Senior AWS Data Engineer with 12+ years of hands-on experience designing, developing, and supporting enterprise-scale data platforms on AWS. The ideal candidate will be a…
Added 12 days ago
RC
Senior Data Engineer
RSM Canada
Calgary, AB
- Full-time
We Are Seeking a Skilled Business Intelligence And Data Engineering Professional With a Strong Background In Design And Development, Data Modeling, And Business Analytics. This Individual…
Added 12 days ago
CT
Lead/Senior Data Engineer
Celebal Technologies
Ottawa, ON
- Contract
Our client is seeking an experienced, hands-on Senior Data Engineer to help build and scale the enterprise data foundation supporting Analytics, AI, and self-service decision-making across…
Added 12 days ago
CI
Server Administrator – NetApp & Windows Infrastructure - Contract
Compugen Inc
Delta, BC
- Contract
Support data migration, legacy data cleanup, storage optimization, and system transition activities.
Added 12 days ago
UO
Senior Advanced Research Computing Systems Administrator
University of Victoria
Victoria, BC
- Internship
Added 12 days ago
RS
Data Analyst III
Ryder System, Inc.
Halifax, NS
- Full-time
As part of our commitment to compliance with employment and immigration laws, all applicants must have valid legal authorization to work in Canada

AceStack LLC

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

Toronto, ON, Canada

Full-time

Apply on LinkedIn About employer

Applications open in a new tab.

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.

Apply on LinkedIn About employer

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

Information Security Analyst, Intermediate

Equity Application Support Analyst - Investment Banking

IT Support Specialist II

Data Engineer

Desktop Support Analyst

Green - Technical Business Analyst - Toronto Police Service - Consulting

Junior Helpdesk Technician

Machine Learning Engineer, Frameworks & Performance (New Grad to Principal level)

System Administrator

Administrateur·rice systèmes senior – Senior Systems Administrator

Senior Machine Learning Engineer

SQL Database Administrator

Database Administrator

Technical Project Manager - AI

Cyber Security Analyst

Cyber Security Analyst

Data Analytics Manager

Data Engineer

Lead Data Analyst

Senior AWS Data Engineer

Senior Data Engineer

Lead/Senior Data Engineer

Server Administrator – NetApp & Windows Infrastructure - Contract

Senior Advanced Research Computing Systems Administrator

Data Analyst III

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Advertised starting pay

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IT & data jobs in Canada