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Added 5 mins ago
Lead, Infrastructure & IT Operations
Healthcare Insurance Reciprocal of Canada (HIROC)
Toronto, ON
Full-time
Healthcare Insurance Reciprocal of Canada (HIROC) is a trusted healthcare safety advisor, committed to offering a full spectrum of insurance, risk and claims management products and support.
Added 1 hour ago
Sr. IT Support Engineer
Atellos Solutions
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Full-time
Architect skill level on a few with Tier 3 skill on most others.
Added 2 hours ago
Technical Safety Specialist
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Burnaby, BC · Toronto, ON · (RSBU) Burnaby
Full-time
The Safety Engineering department is responsible for the safety of the products and project solutions developed and deployed by the Urban Rail Signaling business line and compliance to…
Added 2 hours ago
Senior Platform Engineer, Vice President
State Street
Toronto, ON
Full-time
…architecture and implementation of complex cloud & hybrid data solutions for all the customer teams at State Street in the form of an internal platform, deploying and maintaining our vast…
Added 4 hours ago
Landscape Architecture - Contract Administrator
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Toronto, ON
Full-time
We are seeking an experienced and motivated Landscape Architect that will focus on Construction Administration to join our Landscape Architecture practice in Toronto. This individual will…
Added 4 hours ago
Android Software Developer – Infotainment OnStar
General Motors
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In this position, you will have the opportunity to work on cutting-edge software solutions including the Software-Defined Vehicle solutions that are revolutionizing the automotive industry.…
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Digital Architect
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We are seeking a dynamic and results-oriented Digital Architect to join our BC branch in downtown Vancouver. As a trusted advisor to our clients, you will lead strategic technology…
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AWS Snowflake Architect
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Added 6 hours ago
AI Solutions Architect
Jazz Aviation LP
Halifax, NS
Full-time
The AI Solutions Architect designs, governs, develops and delivers enterprise AI solutions aligned with Jazz architecture, security, compliance, data governance requirements and ensures…
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Senior Software Engineer
AgileGrid Solutions
Canada
Full-time
Architect scalable, modular, and maintainable codebases utilizing modern development practices and tools.
Added 6 hours ago
Guidewire Policy/ Integration Architect
Aaura Softwares
Markham, ON
Contract
We are looking for a Guidewire Policy & Integration Architect with strong experience designing and implementing Guidewire solutions for P&C Insurance.
Added 7 hours ago
Senior Consultant, Finance Transformation-Insurance
KPMG Canada
Toronto, ON
Full-time
We are seeking a highly motivated Senior Consultant to support our Toronto Team in delivering transformative solutions and building a market-leading practice. If you thrive in dynamic…
Added 12 hours ago
AI Architect
Agility IT
Toronto, ON
Full-time
Our consulting client is seeking a highly experienced AI Architect to lead the design and implementation of an enterprise-scale AI-powered Bordereaux (BDX) Processing Framework supporting…
Added 23 hours ago
Senior Workday Functional Specialist
Fanshawe College
London, ON
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…analyzing business requirements, configuring and testing system solutions, supporting Workday releases, troubleshooting system issues, maintaining documentation, and ensuring the integrity,…
Added 23 hours ago
Senior Architect - Transit & infrastructure Architecture
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Toronto, ON
Full-time
Arup's Toronto Architecture team is seeking an experienced Senior Architect to join our growing Transit and Infrastructure practice. This role offers the opportunity to contribute to the…
Added 23 hours ago
Senior Workday Functional Specialist
Fanshawe Toronto@ILAC
London, ON
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…analyzing business requirements, configuring and testing system solutions, supporting Workday releases, troubleshooting system issues, maintaining documentation, and ensuring the integrity,…
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Staff Software Engineer – AI
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Toronto, ON
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Added 1 day ago
Solutions Architect - 2026 (CAN)
Amazon Web Services (AWS)
Toronto, ON
Full-time
Do you want to help us build new things and evangelize use of AWS with customers? As an Associate Solutions Architect you will partner across AWS to help customers craft highly scalable,…
Added 1 day ago
Sr. GCP/ Java Developer
NTT DATA North America
Toronto, ON
Other
You will work closely with Engineering, DevOps, SRE, and Product teams to build cloud solutions that are resilient by design, leveraging Google Cloud services, Cloud Spanner, and modern…
Added 1 day ago
Solutions Architect - 2026 (CAN)
Amazon Web Services (AWS)
Vancouver, BC
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Do you want to help us build new things and evangelize use of AWS with customers? As an Associate Solutions Architect you will partner across AWS to help customers craft highly scalable,…
Added 1 day ago
Presales Solution Architect
Xerox
Winnipeg, MB · Regina, SK
The Presales Solution Architect plays a key role in winning and successfully delivering new business for Xerox IT Solutions Canada. Working closely with clients, sales, account management,…
Added 1 day ago
Presales Solution Architect
Xerox
Toronto, ON · Ottawa, ON
The Presales Solution Architect plays a key role in winning and successfully delivering new business for Xerox IT Solutions Canada. Working closely with clients, sales, account management,…
Added 1 day ago
Lead Animation Engineer (Apex Legends)
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Lead a team of animation engineers, fostering a collaborative, solutions-focused environment.
Added 1 day ago
Bilingual Presales Solutions Architect
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Toronto, ON · Ottawa, ON · Montreal, QC
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Added 1 day ago
Senior Software Engineer (.Net)
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This exciting role offers the opportunity to architect and enhance software applications used to create games, at an Enterprise level. You will have the chance to work with game teams…

Agility IT

AI Architect

Toronto, ON, Canada

Job type: Full-time
Apply by: Nov 1, 2026
Experience: 12+ years of Data, Cloud, AI/ML, or Solution Architecture experience
Posting language: English
Posted: Oct 2, 2026

Apply About employer

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Original job description

AI Architect – Agentic AI / Databricks / Azure OpenAI

Toronto, Ontario, Canada | T4 Contract | Hybrid

End Client: Leading Global Insurance Organization

About the Role

Our consulting client is seeking a highly experienced AI Architect to lead the design and implementation of an enterprise-scale AI-powered Bordereaux (BDX) Processing Framework supporting Insurance MGA and Programs business operations.

The successful candidate will define and deliver a reusable, scalable framework leveraging Databricks Mosaic AI, Azure AI Services, Agentic AI, Azure OpenAI, Anthropic Claude, and Google Gemini to automate ingestion, mapping, standardization, validation, reconciliation, and onboarding of Bordereaux data from multiple MGA partners.

The role will focus on creating a metadata-driven, configurable onboarding framework capable of handling varying BDX formats while reducing manual mapping, improving data quality, and accelerating partner onboarding.

Responsibilities

AI & Framework Architecture

Define enterprise architecture for AI-powered Bordereaux onboarding and processing

Design reusable frameworks for BDX ingestion, AI-assisted mapping, data standardization, business-rule validation, data quality monitoring, and reconciliation workflows

Establish architecture standards, design principles, and implementation patterns for future onboarding initiatives

Agentic AI Solution Design

Design intelligent AI agents capable of understanding new Bordereaux layouts

Map source columns to target canonical models

Identify missing attributes and exceptions

Recommend transformation rules and generate onboarding insights

Architect Human-in-the-Loop approval workflows for business users

Define multi-agent orchestration patterns across ingestion, mapping, validation, exception handling, and approval processes

Databricks & Azure Architecture

Lead architecture using Databricks Mosaic AI, Databricks Vector Search, Delta Lake, Unity Catalog, MLflow, Lakeflow Pipelines, Azure OpenAI, and Azure Data Lake Storage

Define Medallion Architecture and metadata-driven processing frameworks

Architect scalable, cloud-native solutions supporting onboarding of multiple MGA partners and lines of business

Knowledge & Retrieval Architecture

Design retrieval frameworks supporting data dictionaries, mapping repositories, business rules, historical onboarding knowledge, and transformation patterns

Implement RAG-based solutions enabling AI-assisted onboarding and decision support

Develop semantic knowledge layers to improve mapping accuracy and automation

Governance & Quality

Define enterprise AI governance standards

Establish guardrails, security controls, lineage, auditability, and compliance controls

Define AI evaluation frameworks, model monitoring, and observability standards

Implement Responsible AI principles and enterprise data governance

Leadership & Stakeholder Engagement

Partner with Business SMEs, Underwriting Teams, Data Architects, and Platform Engineering teams

Conduct architecture reviews and design workshops

Lead POCs, framework accelerators, and reference implementations

Mentor AI Engineers, Data Engineers, and Solution Architects

Required Skills / What You Bring

12+ years of Data, Cloud, AI/ML, or Solution Architecture experience

5+ years designing enterprise-scale Azure and Databricks solutions

3+ years architecting Generative AI and Agentic AI solutions

Experience building metadata-driven data platforms and onboarding frameworks

Strong architecture experience with Azure OpenAI

Experience with Anthropic Claude and Google Gemini

Experience with Agentic AI frameworks including LangGraph, LangChain, AutoGen, CrewAI, and LlamaIndex

Strong Databricks experience including Mosaic AI, Vector Search, Delta Lake, Unity Catalog, MLflow, Lakeflow Pipelines, and Databricks SQL

Strong Azure experience including Azure AI Search, Azure Data Lake Storage, Azure Functions, Azure DevOps, and Azure Kubernetes Service

Strong development and data engineering knowledge across Python, PySpark, SQL, Spark, and API Integrations

Experience with Metadata-driven Framework Design, Data Quality, and Data Governance

Preferred Experience

Bordereaux Processing (BDX)

MGA & Programs Business

Delegated Authority Business

Policy & Claims Data Integration

Underwriting Operations

Insurance Data Modernization Programs

Apply About employer

More about this job

Responsibilities

Lead the architecture and implementation of a reusable, metadata-driven AI framework for ingesting, mapping, standardizing, validating, and reconciling insurance Bordereaux data. Design agentic AI and retrieval solutions, establish governance and quality controls, and guide stakeholders and engineering teams through reviews, proofs of concept, and implementation.

Requirements

Requires 12+ years of data, cloud, AI/ML, or solution architecture experience, including 5+ years with enterprise Azure and Databricks solutions and 3+ years architecting Generative AI and Agentic AI. Candidates should have strong experience with Azure OpenAI, Databricks, agentic AI frameworks, Python, PySpark, SQL, metadata-driven platforms, and data governance; insurance and Bordereaux experience is preferred.

Skills

AI Architecture
Agentic AI
Generative AI
Databricks
Azure OpenAI
Azure AI Services
Metadata-Driven Framework Design
Data Engineering
Python
PySpark
SQL
Data Governance
Data Quality
Retrieval-Augmented Generation
Multi-Agent Orchestration
Insurance Data Integration

Visa sponsorship

Not detected in the job text

Keywords

Bordereaux Processing
Insurance
Managing General Agents
Delegated Authority
Agentic AI
Generative AI
Databricks Mosaic AI
Databricks Vector Search
Delta Lake
Unity Catalog
MLflow
Lakeflow Pipelines
Databricks SQL
Azure OpenAI
Azure AI Services
Azure AI Search
Azure Data Lake Storage
Azure Functions
Azure DevOps
Azure Kubernetes Service
Anthropic Claude
Google Gemini
LangGraph
LangChain
AutoGen
CrewAI
LlamaIndex
Retrieval-Augmented Generation
Medallion Architecture
Human-in-the-Loop

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