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Added 2 hours ago
SI
IT Senior Analyst, Enterprise Applications - HCM Process & Solutions
Saputo Inc.
Montreal, QC · Mississauga, ON · Georgetown, ON
- Full-time
Interpret internal or external business requirements/issues reported for Integrations and, in collaboration with the IT HCM Architect, and other IT HCM team members, identify and recommend…
Added 2 hours ago
SI
IT Senior Analyst, Enterprise Applications - HCM Process & Solutions
Saputo Inc.
Mississauga, ON
- Full-time
Interpret internal or external business requirements/issues reported for Integrations and, in collaboration with the IT HCM Architect, and other IT HCM team members, identify and recommend…
Added 2 hours ago
SI
IT Senior Analyst, Enterprise Applications - HCM Process & Solutions
Saputo Inc.
Montreal, QC
- Full-time
Interpret internal or external business requirements/issues reported for Integrations and, in collaboration with the IT HCM Architect, and other IT HCM team members, identify and recommend…
Added 5 hours ago
A
Software Engineer - Apple, Inc.
Apple
Vancouver, BC
- Full-time
Architect and maintain backend microservices using Java and the Spring ecosystem (Spring Boot), integrating with distributed datastores and caching layers (Cassandra, Redis, Solr).
Added 5 hours ago
PC
Deals Real Assets, Data Engineering & Digital Solutions, Senior Associate
PwC Canada
Vancouver, BC
- Full-time
Architect, design, and develop robust, end-to-end data pipelines utilizing Azure Data Factory, Azure Databricks, and Azure Synapse Analytics
Added 6 hours ago
CO
Application & Integration Technical Analyst
City of Saint John
Saint John, NB
- Full-time
Architect, build, and maintain data infrastructure and data management frameworks, to enable the City’s business intelligence reports and dashboards
Added 6 hours ago
AN
Senior/Lead Software Engineer, Layer1
Arista Networks
Vancouver, BC
- Full-time
…Over time, as your interests change, coupled with evolving business needs you will have the opportunity to switch from Layer1 to other areas, if you…
Added 6 hours ago
OS
SAP Professionals Multiple Roles
ONEDATA SOFTWARE SOLUTIONS LLC
Calgary, AB
- Part-time
Assess the existing Global Template against Canadian business requirements.
Added 9 hours ago
FC
Green - Technology Architect
FuntoNetwork Consulting
Ottawa, ON
- $65 to $139 USD / hour
- Contract
FuntoNetwork is seeking a Technology Architect - Level 3 for upcoming project opportunity: IT Specialized Services (TBIPS).
Added 9 hours ago
SM
RQ00388 – Solution Architect
S M Software Solutions Inc
Fredericton, NB
- Full-time
We are seeking an experienced Solution Architect to support the Province of New Brunswick, with strong experience in IM/IT, application and solutions architecture, enterprise application…
Added 9 hours ago
FC
Green - Application/Software Architect
FuntoNetwork Consulting
Ottawa, ON
- $65 to $139 USD / hour
- Contract
FuntoNetwork is seeking a Application/Software Architect - Level 3 for upcoming project opportunity: IT Specialized Services (TBIPS).
Added 9 hours ago
SM
RQ00388 – Solution Architect
S M Software Solutions Inc
Fredericton, NB
- Full-time
We are seeking an experienced Solution Architect to support the Province of New Brunswick, with strong experience in IM/IT, application and solutions architecture, enterprise application…
Added 9 hours ago
SM
RQ00388 – Solution Architect
S M Software Solutions Inc
Fredericton, NB
- Full-time
We are seeking an experienced Solution Architect to support the Province of New Brunswick, with strong experience in IM/IT, application and solutions architecture, enterprise application…
Added 9 hours ago
FC
Green - Information Management Architect
FuntoNetwork Consulting
Ottawa, ON
- $65 to $139 USD / hour
- Contract
FuntoNetwork is seeking a Information Management Architect - Level 3 for upcoming project opportunity: IT Specialized Services (TBIPS).
Added 9 hours ago
M
Senior Software Engineer - Card Network Integration
Marqeta
Remote, Canada
- Full-time
- Remote
Architect, design and develop large, complex projects.
Added 10 hours ago
R
Senior ServiceNow Developer
Raise
Calgary, AB
- Full-time
…Our client uses ServiceNow to support a variety of enterprise business processes, including ITSM, IRM/GRC, and CSM, and is expanding its CSM capabilities to support stakeholder interactions…
Added 10 hours ago
HR
Technical Safety Specialist
Hitachi Rail
Toronto, ON
- Full-time
…solutions developed and deployed by the Urban Rail Signaling business line and compliance to safety principles, industry specific standards and best practices for the development of…
Added 10 hours ago
M
Architect Advanced
Mphasis
Toronto, ON
- Full-time
The Cloud Architect is responsible for defining, designing, and governing enterprise cloud solutions across public, private, and hybrid cloud environments. The role ensures cloud platforms…
Added 10 hours ago
HR
Technical Safety Specialist
Hitachi Rail
Burnaby, BC
- Full-time
…solutions developed and deployed by the Urban Rail Signaling business line and compliance to safety principles, industry specific standards and best practices for the development of…
Added 10 hours ago
E
Ingénieur(e) En Gestion De Données ML
Ericsson
Montreal, QC
- Full-time
About the Opportunity We are looking for an experienced Hybrid Cloud Architect to join our team in Montreal. In this role, you will design, implement, and govern secure, scalable, and…
Added 11 hours ago
BC
AI Architect
BrainRidge Consulting
Toronto, ON
- Full-time
As an AI Architect, you will design and build enterprise-grade AI solutions, platforms, and agentic systems for our clients. This role sits at the intersection of AI, software architecture,…
Added 11 hours ago
BC
Cloud Architect
BrainRidge Consulting
Toronto, ON
- Full-time
BrainRidge Consulting is looking for an enthusiastic and passionate Senior Cloud Architect (AWS) to support short and medium-term business and technology cloud initiatives, collaborating…
Added 11 hours ago
SL
Director, Domain Enterprise Architect, Technology Modernization and Cloudification
Sun Life Québec
Montreal, QC
- Full-time
Reporting to the Assistant Vice President, Enterprise Architecture, Core Platforms, the Director, Domain Enterprise Architect, Technology Modernization and Cloudification leads the…
Added 11 hours ago
PC
Senior Associate -Cyber Security Forward Deployed(Bilingual FR/EN)
Pwc Canada
Toronto, ON · Calgary, AB · Ottawa, ON · Vancouver, BC
- Full-time
…application security initiatives for our clients. You will architect deeply technical solutions, lead cross-functional engineering pods, and convert client ambiguity into shipped…
Added 12 hours ago
SE
Room Management Systems Architect
Schneider Electric
Montreal, QC
- Full-time
As a Room Management Systems Architect, you will play a key role in defining the architectural direction of a broad and evolving portfolio that spans room controllers, thermostats, sensing…

Apptoza Inc.

AWS DATA ENGINNER

Toronto, ON, Canada

Contract

Apply About employer

Applications open in a new tab.

Job details

Job type: Contract
Apply by: Nov 4, 2026
Posting language: English
Posted: Oct 5, 2026

Original job description

AWS Data Engineer

Toronto: Hybrid 4 days a week in office

As a senior technical leader, you will collaborate with architecture, analytics, and business teams to define long-term data strategy, establish engineering best practices, and support enterprise-wide data initiatives.

Key Responsibilities

Lead the design, development, and enhancement of cloud-native data engineering frameworks on AWS.

Architect, build, and optimize end-to-end batch and streaming data pipelines for scalability, reliability, and performance.

Drive experimentation and adoption of new and emerging AWS services to improve platform capabilities and operational efficiency.

Establish data engineering standards, patterns, and best practices for data ingestion, transformation, and storage.

Partner with analytics and product teams to support reporting, analytics, and business objectives.

Own data quality, monitoring, observability, and cost optimization strategies across the data platform.

Provide technical leadership and mentorship to mid-level data engineers.

Participate in architectural reviews and contribute to enterprise-wide data strategy and decision-making.

Required Qualifications

10+ years of experience in Data Engineering or Software Engineering.

4-5 years of dedicated hands-on experience with AWS.

Proven experience designing and implementing large-scale, production-grade data platforms.

Expertise with AWS data services, including:

Amazon S3

AWS Glue

Amazon Redshift

Amazon EMR

AWS Lambda

AWS Step Functions

Amazon Kinesis

Amazon MSK

Strong programming skills in Python, Scala, or Java.

Deep experience with ETL/ELT frameworks and data pipeline orchestration tools, including Airflow and AWS-native orchestration services.

Strong understanding of data modeling, distributed systems, and performance tuning.

Experience with CI/CD practices and Infrastructure as Code tools such as Terraform, AWS CDK, or CloudFormation.

Excellent communication skills with the ability to explain technical concepts to non-technical stakeholders.

Preferred Qualifications

Experience evaluating and implementing new AWS services through proof-of-concept initiatives.

Exposure to real-time streaming data architectures.

Knowledge of data governance, security, and compliance within cloud environments.

Experience supporting analytics, business intelligence, or machine learning platforms.

Experience working within Agile frameworks.

AWS certifications such as:

AWS Certified Data Analytics – Specialty

AWS Certified Solutions Architect

Technical Leadership Expectations

Serve as a senior technical leader for AWS data engineering initiatives.

Influence data platform architecture, engineering standards, and best practices.

Guide teams in building scalable, reliable, and cost-effective data solutions.

Promote innovation through the evaluation and adoption of emerging AWS capabilities.

Main Improvements

Improved structure and readability.

Eliminated repetitive language while preserving all original requirements.

Clarified leadership expectations and AWS-specific responsibilities.

Standardized qualification and technology sections for a more market-ready JD.

Apply About employer

More about this job

Responsibilities

Lead the design and optimization of scalable AWS data platforms and batch and streaming pipelines, while establishing engineering standards and improving data quality, observability, and cost efficiency. Provide technical leadership and mentorship, collaborate with analytics and business teams, and contribute to architecture reviews and enterprise data strategy.

Requirements

Requires 10+ years of data or software engineering experience, including 4–5 years of hands-on AWS experience and a track record building large-scale production data platforms. Candidates should have strong programming, orchestration, distributed systems, data modeling, performance tuning, CI/CD, and Infrastructure as Code experience; AWS certifications and experience with streaming, governance, analytics, or machine learning are preferred.

Skills

AWS Data Engineering
Python
Scala
Java
Amazon S3
AWS Glue
Amazon Redshift
Amazon EMR
AWS Lambda
AWS Step Functions
Amazon Kinesis
Amazon MSK
Apache Airflow
ETL/ELT
Data Modeling
Terraform

Visa sponsorship

Not detected in the job text

Keywords

AWS
Data Engineering
Cloud-Native Data Platforms
Amazon S3
AWS Glue
Amazon Redshift
Amazon EMR
AWS Lambda
AWS Step Functions
Amazon Kinesis
Amazon MSK
Python
Scala
Java
ETL/ELT
Apache Airflow
Data Pipelines
Batch Processing
Streaming Data
Data Modeling
Distributed Systems
Performance Tuning
CI/CD
Infrastructure as Code
Terraform
AWS CDK
CloudFormation
Data Quality
Data Governance
Agile

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