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Added 23 mins ago
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Test Analyst
TalentHub.io
Canada
- Full-time
Career progression into Senior Test Analyst, QA Engineer, Automation Engineer, QA Lead, or QA Manager roles.
Added 23 mins ago
Senior Software Engineer
Electronic Arts
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We are seeking an experienced Senior Software Engineer to join our Service Enablement organization as a technical leader and change-maker. In this role, you will lead a team of software…
Added 38 mins ago
MC
Cloud Platform Engineer – Kubernetes (36051)
Myticas Consulting
Toronto, ON
- Contract
A senior-level, hands-on Kubernetes / Cloud Platform Engineer who can independently resolve challenging Kubernetes infrastructure and workload issues.
Added 53 mins ago
A
Senior IT Systems Engineer
arcadia
Toronto, ON
- $150,000 to $185,000 CAD / year
- Full-time
A well-funded deep-tech AI startup is hiring a Senior IT Systems Engineer to run and scale the corporate IT systems supporting its Toronto and Redwood City offices and remote employees. The…
Added 53 mins ago
2I
Cloud Infrastructure Engineer
2iSolutions Inc.
Oshawa, ON
- $70 to $75 CAD / hour
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The Cloud Infrastructure Engineer develops, configures, implements, and supports cloud infrastructure and virtualization solutions. The role works within established cloud architecture,…
Added 53 mins ago
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Field Service Engineer
SIG Group
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Analyze, troubleshoot and resolve both mechanical and automation malfunctions and breakdowns.
Added 1 hour ago
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Analytics Engineer
Tantalus
Burnaby, BC
- Full-time
Tantalus is seeking an early-career Analytics Engineer to join our Customer Operations team, reporting to the Senior Director, Customer Experience.
Added 1 hour ago
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Applied AI Test Engineer - Intern
Plusgrade
Toronto, ON · CAN - Toronto
- Full-time
…live AI systems, catch hallucinations, and ship resilient test…
Added 1 hour ago
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Senior Water Resources Engineer
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- Full-time
We are seeking a senior Professional Engineer who has built the majority of their career around hydraulic and hydrologic modelling and is motivated by developing both high-quality models…
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Facility Reliability & Integrity (FRI) Planner
TC Energy
Calgary, AB
- Full-time
…alternatives where applicable, communicate trade offs, and influence senior stakeholders without direct…
Added 1 hour ago
B
Senior DevOps Engineer – Azure DevOps & GitHub Actions
BeachHead
Toronto, ON
- $65 to $68 CAD / hour
- Contract
Working with one of our top financial clients, this role calls for a Senior DevOps Engineer – Azure DevOps & GitHub Actions to build and support CI/CD pipelines, standardize DevOps tools…
Added 1 hour ago
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Full Stack Engineer
Morson Edge (Canada)
Oshawa, ON · Greater Oshawa Metropolitan Area
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Added 1 hour ago
LA
Senior Electrical Systems Modeling & Controls Engineer
Litens Automotive Group
Concord, ON
- Full-time
We are seeking a hands-on engineer to develop and integrate electrical and electromechanical plant models for electrified products. The role focuses on electric motors, inverters and power…
Added 1 hour ago
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Senior Network Engineer
Zodiac Solutions, Inc
Montreal, QC
- Full-time
Network automation using Python and/or Ansible.
Added 1 hour ago
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Cloud Engineer
Morson Edge (Canada)
Oshawa, ON · Greater Oshawa Metropolitan Area
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The Associate Cloud App-Dev Engineer develops, configures, implements, and supports cloud-native applications, PaaS services, and automated infrastructure solutions using modern cloud and…
Added 1 hour ago
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Design Engineer - Senior Level
Colonial Tool Group
Windsor, ON
- Full-time
…spindle services throughout North America, is seeking a Design Engineer – Senior Level to join our…
Added 2 hours ago
2I
Sr. Developer - React/.net/Azure
2iSolutions Inc.
Oshawa, ON
- $90 to $95 CAD / hour
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The Senior Software Engineer Developer leads software application development, mentoring developers, and translating business needs into technical solutions. It focuses on improving system…
Added 2 hours ago
A
Data Analytics Lead
Altis
Markham, ON
- $110,000 to $125,000 CAD / year
- Full-time
Our client, a well-established organization in the corporate sector, is seeking a Senior Data Engineer / Senior BI / Analytics Engineering Lead to design, build, and optimize scalable data…
Added 2 hours ago
Mainframe Production Support Engineer
Capgemini
Toronto, ON
As a Senior Developer, you will be working in a development and support capacity on our core mainframe cards and transactions system.
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Toronto, ON
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Added 3 hours ago
Z
Penetration Testing/ Red Team Engineer
Zoho
Toronto, ON
- Contract
We are seeking a Senior Penetration Tester / Red Team Engineer to support offensive security initiatives through advanced penetration testing, red team operations, and custom security tool…
Added 5 hours ago
GI
Millwork Engineer / CNC Programmer
Giffin Interior
Engineer, BC
- Full-time
A Millwork Engineer at Giffin Interior transforms approved shop drawings into accurate engineering models, CNC programs & Saw patterns, and complete production documents. This role combines…
Added 5 hours ago
E
Senior Go/Kubernetes Engineer - Core/Infra - Elasticsearch
Elastic
Canada
- Full-time
We are on the lookout for a Senior Kubernetes/Go Engineer to join our Elasticsearch team and focus on ensuring that the shared platform functionalities of Elasticsearch are easy to use,…
Added 5 hours ago
E
Senior Java Engineer - Core/Infra - Elasticsearch
Elastic
Canada
- Full-time
We are on the lookout for a Senior Software Developer to join our Elasticsearch team and focus on ensuring that the shared platform functionalities of Elasticsearch are easy to use,…
Added 5 hours ago
E
Senior Go/Kubernetes Engineer - Core/Infra - Elasticsearch
Elastic
Canada
- Full-time
We are on the lookout for a Senior Kubernetes/Go Engineer to join our Elasticsearch team and focus on ensuring that the shared platform functionalities of Elasticsearch are easy to use,…

Apptoza Inc.

Principal Consultant – AWS Data Platforms & Agentic AI

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
Apply by: Dec 3, 2026
Experience: 7+ years of strong AWS architecture and engineering experience.
Posting language: English
Posted: Nov 3, 2026

Original job description

Role - Principal Consultant – AWS Data Platforms & Agentic AI

Location - Toronto, ON

Principal Consultant – AWS Data Platforms & Agentic AI

About the Role

We are looking for a Principal Consultant – AWS Data Platforms & Agentic AI to provide technical leadership in architecting, building and scaling next-generation enterprise Data and Agentic AI platforms.

This is a senior, hands-on technology leadership role requiring a rare combination of AWS Data architecture, Agentic AI expertise, engineering depth and executive presence.

You should be equally comfortable presenting a technology vision to CTOs and Managing Directors, defining Reference Architectures/HLDs/LLDs, leading technical workshops, and working directly with engineers to solve complex design, implementation, and performance issues.

This is not a strategy-only architecture role. Strong hands-on engineering capability is essential.

What You'll Do

Lead architecture and engineering across Enterprise Data Platforms, Data Fabric, Data Products, Data Marketplace, BI and Agentic AI.

Define scalable Lakehouse and Medallion Architecture patterns for data ingestion, processing, storage, governance and consumption.

Architect Semantic Layers, Ontologies and Knowledge Graphs, including Amazon Neptune, to support analytics and Agentic AI.

Design secure Agentic AI solutions using Amazon Bedrock Agent Core, Runtime, Gateway, Identity and Model Context Protocol (MCP).

Establish patterns for Agent Identity, authentication, authorization, entitlements and governed agent-to-data access.

Build identity and entitlement architecture across IAM, IAM Identity Center, Cognito, Lake Formation, S3, Glue, Athena and Quick Sight.

Design fine-grained data security, including RLS/CLS, data governance, guardrails and access observability.

Industrialize Amazon QuickSight through dataset automation, SPICE optimization, security integration and platform governance.

Establish enterprise Agent telemetry, observability and evaluation across agents, models, MCP/tool calls and data access.

Define reusable Reference Architectures, HLDs, LLDs, engineering standards and implementation guardrails.

Lead architecture workshops, technical deep-dives and design reviews with engineering and senior leadership.

Hands-On Engineering: This role requires someone who can go beyond architecture and work under the hood.

You will:

Deep-dive into code, Spark jobs, data pipelines, SQL, APIs, IAM policies, infrastructure and platform configurations.

Diagnose complex design, integration, production and performance issues.

Optimize workloads across Spark/EMR, Athena, data pipelines and distributed services.

Build POCs and reference implementations.

Review solutions for scalability, security, resiliency and production readiness.

Act as a senior technical escalation point and mentor architects and engineers.

Technology Expertise

Strong architecture and hands-on expertise across several of the following:

AWS Data & Analytics

Amazon S3, AWS Lake Formation, Glue Data Catalog

Amazon EMR on EC2 / EMR Serverless

Spark / PySpark, Amazon Athena

Lakehouse & Medallion Architecture

Data Fabric, Data Products, Data Marketplace

Data Pipelines, Metadata, Lineage & Data Governance

Agentic AI & Knowledge Platforms

Amazon Bedrock / Agent Core

Agent Core Runtime, Gateway & Identity

Model Context Protocol (MCP)

Semantic Layer & Ontologies

Knowledge Graphs / Amazon Neptune

Agent Identity, Entitlements & AI Guardrails

Integration, Security & Platform Engineering

AWS IAM, IAM Identity Center, Cognito

Event Bridge, SNS, SQS, API Gateway, Lambda

Terraform, AWS Cloud Formation

Open Telemetry, Cloud Watch, Cloud Trail

QuickSight / SPICE / RLS / CLS

APIs, SQL, Angular and automation

What We're Looking For

12+ years across Data Platforms, Cloud Engineering, Platform Engineering or Architecture.

7+ years of strong AWS architecture and engineering experience.

Proven experience architecting and building enterprise-scale Data Platforms on AWS.

Deep understanding of Data Architecture, Medallion/Lakehouse, Data Products, Data Pipelines, Semantic Layers, metadata, governance and security.

Strong understanding of GenAI and Agentic AI architectures and their integration with enterprise data.

Experience taking solutions from architecture through implementation, production deployment and operationalization.

Ability to troubleshoot complex code, data, integration and performance issues.

Strong experience creating Reference Architectures, HLDs and LLDs.

Ability to lead executive conversations as well as hands-on technical workshops.

Financial Services or regulated-industry experience preferred.

Who Will Thrive in This Role

You are neither a strategy-only Enterprise Architect nor solely a delivery-focused Data Engineer.

You bring together:

Architecture Depth | Hands-on Engineering | Data & Agentic AI Vision | Executive Presence

You can articulate the future of Enterprise Data and Agentic AI to senior executives, translate that vision into detailed architecture, and then work alongside engineering teams to build, troubleshoot and optimize the solution.

You don't just define the architecture. You help build it and make it work in production.

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More about this job

Responsibilities

Lead the architecture and hands-on engineering of enterprise AWS data platforms and secure Agentic AI solutions, including lakehouse patterns, semantic layers, knowledge graphs, identity, governance, and observability. Define reusable architectures and engineering standards, troubleshoot and optimize production systems, and guide technical workshops, design reviews, and engineering teams.

Requirements

Requires 12+ years of experience in data platforms, cloud or platform engineering, or architecture, including 7+ years of AWS architecture and engineering experience. Candidates should have enterprise-scale AWS data platform and Agentic AI expertise, strong hands-on troubleshooting and implementation skills, and the ability to lead executive discussions and technical workshops; financial services or regulated-industry experience is preferred.

Skills

AWS Data Architecture
Enterprise Data Platforms
Lakehouse Architecture
Medallion Architecture
Agentic AI
Amazon Bedrock
Amazon Neptune
Data Governance
Data Security
AWS IAM
Apache Spark
PySpark
Amazon Athena
Amazon QuickSight
Terraform
Technical Leadership

Visa sponsorship

Not detected in the job text

Keywords

AWS
Amazon S3
AWS Lake Formation
AWS Glue Data Catalog
Amazon EMR
EMR Serverless
Apache Spark
PySpark
Amazon Athena
Amazon Bedrock
Bedrock Agent Core
Model Context Protocol
Amazon Neptune
Semantic Layers
Ontologies
Knowledge Graphs
Data Fabric
Data Products
Data Marketplace
Lakehouse Architecture
Medallion Architecture
Data Pipelines
Data Governance
AWS IAM
IAM Identity Center
Amazon Cognito
Amazon QuickSight
SPICE
Terraform
CloudFormation

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