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Added 12 mins ago
Manager, Learning Experience Architect
Scotiabank
Toronto, ON
Leads the design and development of effective, audience-centered learning solutions that translate business requirements into measurable skills and behavioural outcomes. Ensures all work…
Added 41 mins ago
AI
ServiceNow Solution Architect
Apptoza Inc.
Vancouver, BC
- Contract
We are seeking an experienced ServiceNow Solution Architect to lead end-to-end architecture across ITSM, ITOM, CMDB, and SecOps. The ideal candidate will drive platform strategy, solution…
Added 41 mins ago
HG
Manager of IT Infrastructure and Projects
HEC Group
Windsor, ON · Greater Windsor Metropolitan Area
- $95,000 to $110,000 CAD / year
- Full-time
The Manager, IT Infrastructure and Projects lead the planning and delivery of IT infrastructure projects, from initial scoping and technical design through implementation and hand-off,…
Added 56 mins ago
V
Sr. Solutions Architect
VGS
Canada
- Full-time
We are seeking a Sr. Solutions Architect with a solid software engineering background who excels at aligning technical strategy with business goals. You will collaborate closely with…
Added 56 mins ago
A
CCaaS Solution Architect - Amazon Connect
Accenture
Montreal, QC
- Full-time
…combine strong solution architecture capabilities with hands-on delivery leadership and a consulting mindset. You know how to translate business goals into scalable, secure, and modern…
Added 1 hour ago
A
CCaaS Solution Architect - Amazon Connect
Accenture
Toronto, ON
- Full-time
…combine strong solution architecture capabilities with hands-on delivery leadership and a consulting mindset. You know how to translate business goals into scalable, secure, and modern…
Added 1 hour ago
P
Senior Cloud Platform Lead, Senior Manager
PwC
Ottawa, ON · Toronto, ON
- Full-time
Architect and manage hybrid and multi-cloud networking solutions, ensuring secure and efficient connectivity.
Added 2 hours ago
PG
Senior Adobe Experience Platform (AEP) Technical Lead
Publicis Groupe Holdings B.V
Toronto, ON
- Full-time
…secure, scalable, governed, reusable, and connected omnichannel solutions while guiding engineering teams through delivery and operational…
Added 2 hours ago
S
Business Architect
SLMCON
Toronto, ON · Greater Toronto Area, Canada
- Full-time
The Business Architect is responsible for defining and owning the functional solution design across complex enterprise system implementations. Acting as the bridge between business vision…
Added 2 hours ago
E
AI Developer Test Management
Ericsson
Ottawa, ON
- Full-time
AWS or other cloud certifications (e.g., AWS Solutions Architect, AWS Machine Learning / AI Practitioner)
Added 2 hours ago
V
Lead Software Engineer
Virtusa
Toronto, ON
- Full-time
Job Summary: We are seeking a Cloud Development Lead to guide the architecture, engineering, and delivery of cloud-native solutions for tokenized deposits, stablecoins, digital assets, and…
Added 4 hours ago
Lead SAP S/4HANA Solution Architect, Mining/Mineral Processing (Contract)
Blue Moon Metals
Toronto, ON
…external SAP implementation and support partners, the Solution Architect will ensure that solutions align with enterprise architecture, operational requirements, and long-term business…
Added 4 hours ago
D
Software Engineering Architect
Dexterra
Mississauga, ON
- $90,000 to $100,000 CAD / year
- Full-time
…across teams, functions and initiatives. As Software Engineering Architect, you’ll bring those efforts together, establish stronger engineering practices and create the structure needed to…
Added 4 hours ago
DG
Software Engineering Architect
Dexterra Group
Mississauga, ON
- Full-time
…across teams, functions and initiatives. As Software Engineering Architect, you’ll bring those efforts together, establish stronger engineering practices and create the structure needed to…
Added 4 hours ago
JI
TI / IT - Architecte principal des applications et développeur principal / Senior Applications Architect & Lead Developer
JAM Industries
Baie-D'Urfé, QC
- Full-time
Added 4 hours ago
D
AWS AI Solution Architect
DEDICATTED
Canada
- Full-time
We are seeking an experienced AWS AI Solution Architect to join our team and work on the design and implementation of production-grade AI and agentic systems. In this role, you will be…
Added 4 hours ago
D
Forward Deployed Full-Stack Engineer: Next.js + AWS AgentCore
DEDICATTED
Canada
- Full-time
AWS certifications (Solutions Architect, Developer, Machine Learning / Generative AI).
Added 4 hours ago
TI / IT - Architecte principal des applications et développeur principal / Senior Applications Architect & Lead Developer
Jam
QC · Baie D'urfe, QC
Added 4 hours ago
Lead, Security Architect
Payments Canada
Ottawa, ON · Toronto, ON
Reporting to the Manager, Security Architecture, the Lead, Security Architect is responsible for driving consistent security strategy and contributing to the technology vision through…
Added 4 hours ago
XS
Senior Databricks Architect
Xaxis Solutions
ON · Ontario, Canada
- Contract
Ability to work across technologies and drive solutions through successful delivery
Added 4 hours ago
Technical Solutions Architect 1
Symcor
Mississauga, ON
As a Technical Solutions Architect reporting to the Director of Architecture, you’ll design enterprise payment solutions, assess vendor technologies, and ensure vendor-delivered platforms…
Added 4 hours ago
M
Cloud & AI Solution Engineer - Azure Platform
Microsoft
Toronto, ON
- Full-time
You will collaborate across teams to deliver impactful solutions that enhance agility, reduce costs, and unlock value through AI-powered infrastructure.
Added 4 hours ago
A
Senior Java Software Engineer
Artech
Mississauga, ON
- Contract
…hybrid engineering/customer-facing role for someone who can architect, build, and deploy production-grade solutions on-site or in close collaboration with client trading, risk, and…
Added 4 hours ago
M
Solution Engineer - Cloud & AI Applications
Microsoft
Toronto, ON
- Full-time
…them in understanding the art of the possible, helping them architect scalable AI solutions, and adopting cutting-edge tools to build the next generation of intelligent applications. By…
Added 5 hours ago
Z
Enterprise Solutions Architect
Zazz
Canada
- Full-time
A technical foundation as a developer, solutions architect, technical consultant, or tech lead, with real hands-on experience building software.

DEDICATTED

AWS AI Solution Architect

Canada

Full-time

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Job details

Job type: Full-time
Experience: 3+ years of experience in AI/ML, software architecture, solution architecture, or similar technical roles.
Posting language: English
Posted: Nov 5, 2026

Original job description

We are seeking an experienced AWS AI Solution Architect to join our team and work on the design and implementation of production-grade AI and agentic systems. In this role, you will be responsible for defining AI solution architecture, designing multi-agent workflows, and working closely with Software Engineers, Data Engineers, DevOps Engineers, and customer stakeholders to deliver scalable, secure, and reliable AI solutions on AWS.

You will work extensively with Amazon Bedrock, LLM-based applications, agentic frameworks such as LangGraph and LangChain, and modern AWS services used to build and operate enterprise AI platforms.

Engagement: long-term, full-time.

Location: Canada (ON/QC - ideally). !!! Readiness for business trips to Montreal in the nearest time.

What you will be doing:

Design and implement production-grade AI and agentic architectures based on business and technical requirements.
Develop LLM-powered applications, autonomous agents, and multi-agent workflows using frameworks such as LangGraph and LangChain.
Design agent orchestration patterns, including tool usage, routing, planning, memory, state management, human-in-the-loop workflows, and multi-agent collaboration.
Build AI solutions using Amazon Bedrock, including foundation models, Knowledge Bases, Guardrails, model evaluation, and other Bedrock capabilities.
Design and implement RAG architectures, including document ingestion, chunking, embeddings, vector search, retrieval strategies, reranking, and context management.
Integrate AI agents with enterprise systems, APIs, databases, SaaS platforms, and internal tools.
Define architecture for scalable and secure AI workloads across application, data, model, and infrastructure layers.
Participate in hands-on implementation, prototyping, troubleshooting, and technical validation of AI solutions.
Evaluate different foundation models and AI approaches based on quality, latency, scalability, security, and cost requirements.
Establish patterns for observability, tracing, evaluation, testing, and monitoring of LLM and agentic applications.
Define security controls for AI systems, including IAM, data isolation, encryption, PII handling, prompt injection protection, and access control.
Collaborate with Software Engineers, DevOps Engineers, Data Engineers, QA Engineers, and business stakeholders throughout the delivery lifecycle.
Prepare and maintain architecture diagrams, technical documentation, implementation guidelines, and technical decision records.
Support production readiness, performance optimization, troubleshooting, and continuous improvement of deployed AI solutions.

A successful candidate will have:

3+ years of experience in AI/ML, software architecture, solution architecture, or similar technical roles.
Strong hands-on experience designing and implementing LLM-based applications.
Practical experience building AI agents or agentic workflows.
Strong experience with Amazon Bedrock and AWS-based AI architectures.
Experience with agentic and LLM frameworks such as:
LangGraph;
LangChain.
Strong understanding of modern LLM application patterns, including:
Retrieval-Augmented Generation (RAG);
tool/function calling;
agent orchestration;
multi-agent systems;
memory and state management;
structured outputs;
human-in-the-loop workflows.
Strong understanding of prompt engineering and context management.
Experience integrating LLM applications with external APIs, databases, and enterprise systems.
Good understanding of vector databases, embeddings, semantic search, and retrieval techniques.
Strong understanding of cloud architecture principles, including scalability, high availability, security, observability, and cost optimization.
Experience designing APIs and backend services for AI applications.
Understanding of AI application evaluation, including model quality, hallucination reduction, retrieval quality, latency, and cost.
Ability to translate business requirements into practical AI architecture and implementation decisions.
Strong communication skills and the ability to explain complex AI concepts to both technical and non-technical stakeholders.

Will be a plus:

Experience with AWS AgentCore and its capabilities for building and operating AI agents.
Experience with AWS services commonly used in AI platforms, such as:
Lambda/Step Functions;
ECS / EKS;
API Gateway;
DynamoDB;
Aurora / RDS.
Experience with Amazon OpenSearch Service, pgvector, Pinecone, or other vector databases.
Experience implementing MCP-based integrations or similar standardized tool integration approaches.
Experience with LLM observability and evaluation platforms or frameworks.
Experience designing AI solutions that handle sensitive or regulated data.
Understanding of MLOps / LLMOps practices and production AI lifecycle management.
Experience with Python and modern AI application development frameworks.
Experience designing distributed or event-driven architectures.
Experience with additional cloud AI platforms such as Azure AI Foundry or Google Vertex AI.

Working conditions:

16 days of paid time off.
Official public holidays.
Participation in company events.
Health insurance.
Engaging projects with opportunities for career growth.
Certifications, Claude/other tools needed.
Corporate events, team-building activities.
Gifts and recognition from the company.
A friendly, open, and supportive team culture without excessive bureaucracy.

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More about this job

Responsibilities

Design and implement secure, scalable production AI architectures on AWS, including LLM applications, agents, multi-agent workflows, and RAG systems. Integrate AI solutions with enterprise systems, establish evaluation, observability, and security practices, and collaborate with technical teams and stakeholders through delivery and production support.

Requirements

Candidates need at least three years of experience in AI/ML, software or solution architecture, or a similar technical role, with hands-on experience building LLM applications and agentic workflows using Amazon Bedrock, LangGraph, and LangChain. They should understand RAG, cloud architecture, security, APIs, vector search, model evaluation, and be able to translate business needs into practical solutions and communicate effectively with technical and non-technical stakeholders.

Skills

AWS
Amazon Bedrock
AI Solution Architecture
Large Language Models
LangGraph
LangChain
Agentic Workflows
Retrieval-Augmented Generation
Prompt Engineering
Vector Databases
Python
API Design
Cloud Security
LLM Evaluation
Observability
MLOps

Benefits

Paid Time Off
Public Holidays
Health Insurance
Company Events
Career Growth Opportunities
Certifications
Team-Building Activities
Gifts and Recognition

Visa sponsorship

Not detected in the job text

Keywords

AWS
Amazon Bedrock
AWS AgentCore
LangGraph
LangChain
LLM Applications
AI Agents
Multi-Agent Systems
Retrieval-Augmented Generation
Foundation Models
Knowledge Bases
Guardrails
Prompt Engineering
Tool Calling
Human-in-the-Loop
Vector Databases
Embeddings
Semantic Search
Python
MCP
Lambda
Step Functions
ECS
EKS
API Gateway
DynamoDB
Aurora
OpenSearch
LLMOps
Distributed Architectures

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