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Added 1 hour ago
Principal, Cloud Strategy & Autonomous Enterprise
Intact
Montreal, QC
Full-time
…is both a visionary and a practitioner, serving as the top technical authority for the Cloud and Platform Engineering portfolio. In this role, you will set the long-term strategy for our…
Added 1 hour ago
Solutions Architect- HSSBC
Provincial Health Services Authority
Burnaby, BC
Full-time
…safety is inherent in all aspects of this position. The Solution Architect is a key member of the HSSBC architecture team whom is responsible for the development of the overall vision and…
Added 1 hour ago
Principal Consultant, Secure Microsoft 365 Collaboration and AI
CrucialLogics
Canada
Full-time
…focusing on SharePoint Online, Power Platform, and AI-driven solutions such as Microsoft Copilot 365 and Studio. You will architect, implement, and govern advanced collaboration,…
Added 3 hours ago
Digital Consulting Architect, CPQ
Zaelab
Remote, Canada
Full-time · Remote
The Digital Consulting Architect, CPQ, reporting to the Director, Technology Solutions, plays a critical role in delivering scalable, revenue-driving Quote-to-Cash solutions for Zaelab’s…
Added 6 hours ago
Infrastructure DBA
Sun Life
Toronto, ON · Waterloo, ON · Sun Life Toronto Atria
Full-time
…distributed systems supporting Canada and the US, combining hands-on technical expertise with strategic infrastructure planning - all while driving innovation in database automation and…
Added 6 hours ago
Solution Architect / Sales Engineer
TRSB Inc.
Montreal, QC
Full-time
The Solution Architect is the technical backbone of the sales cycle. You'll partner directly with Account Executives and Customer Success to translate client requirements into validated…
Added 7 hours ago
Business Development Manager, Tactical Comms and Information Systems
General Dynamics Missions System International
Ottawa, ON
Full-time
At General Dynamics Mission Systems–Canada, our focus extends beyond engineering technology solutions - we are dedicated to cultivating careers. If you seek a purpose-driven career solving…
Added 7 hours ago
Oracle Consultant Intern/ Consultant stagiaire Oracle
IBM
Calgary, AB
$57,886.4 to $89,294.4 CAD / year
Full-time
Ability to translate business solutions into technical requirements.
Added 7 hours ago
AI Success Architect
Meltwater
Toronto, ON
Full-time
We're looking for an AI Success Architect to join our Solutions Consulting team and own a new, post-sales discipline at Meltwater: helping our most sophisticated customers get real,…
Added 8 hours ago
Amazon Connect Solution Architect
HCLTech
Vancouver, BC
$118,000 to $143,000 CAD / year
Full-time
We are seeking a Senior Amazon Connect Solution Architect to lead the architecture, modernization, integration, and technical governance of an enterprise contact-center platform.
Added 9 hours ago
Director, Product Management - Camera and Vision SoCs
Qualcomm
Canada
Full-time
As Director of Product Management, you will architect our IP camera SoC roadmap, steer global design wins with tier‑1 OEMs, and align silicon, software, ecosystem partners, and GTM motions…
Added 9 hours ago
Software Developer – Senior - RQ11686
S M Software Solutions Inc
Toronto, ON
Internship
ServiceNow Certified Technical Architect (CTA) considered a strong asset
Added 9 hours ago
Software Developer – Senior - RQ11686
S M Software Solutions Inc
Toronto, ON
Internship
ServiceNow Certified Technical Architect (CTA) considered a strong asset
Added 9 hours ago
Software Developer – Senior - RQ11686
S M Software Solutions Inc
Toronto, ON
Internship
ServiceNow Certified Technical Architect (CTA) considered a strong asset
Added 10 hours ago
Application Architect – EHealth - RQ00386
S M Software Solutions Inc
Fredericton, NB
Internship
We are seeking an experienced Application Architect – EHealth with extensive experience in provincial healthcare, Electronic Health Records (EHR) applications, eHealth platforms,…
Added 10 hours ago
Development Team Lead
UniSysTech Consulting
Toronto, ON · Greater Toronto Area, Canada
Other
…Architects, Security, and Enterprise Quality Assurance teams to align technical solutions with broader business…
Added 10 hours ago
Application Architect – EHealth - RQ00386
S M Software Solutions Inc
Fredericton, NB
Internship
We are seeking an experienced Application Architect – EHealth with extensive experience in provincial healthcare, Electronic Health Records (EHR) applications, eHealth platforms,…
Added 10 hours ago
Application Architect – EHealth - RQ00386
S M Software Solutions Inc
Fredericton, NB
Internship
We are seeking an experienced Application Architect – EHealth with extensive experience in provincial healthcare, Electronic Health Records (EHR) applications, eHealth platforms,…
Added 10 hours ago
Digital Architect – Data - GOAPRDJP00000987
S M Software Solutions Inc
AB · Edmonton, AB
Full-time
We are seeking a highly experienced Digital Architect – Data to support service innovation, program review, and digital transformation projects across the Government of Alberta (GoA). The…
Added 10 hours ago
Digital Architect – Data - GOAPRDJP00000987
S M Software Solutions Inc
AB · Edmonton, AB
Full-time
We are seeking a highly experienced Digital Architect – Data to support service innovation, program review, and digital transformation projects across the Government of Alberta (GoA). The…
Added 10 hours ago
Digital Architect – Data - GOAPRDJP00000987
S M Software Solutions Inc
AB · Edmonton, AB
Full-time
We are seeking a highly experienced Digital Architect – Data to support service innovation, program review, and digital transformation projects across the Government of Alberta (GoA). The…
Added 11 hours ago
Project Engineering Director
Worley
Markham, ON
Full-time
Lead technical and organizational interfaces among the owner, architect-engineer, reactor technology provider, constructors, suppliers, utilities, operations, and other project partners.
Added 11 hours ago
Cloud Solution Architect - Data & AI
Microsoft
Toronto, ON
Full-time
Microsoft Customer & Partner Solutions accelerates customer outcomes and business growth. By uniting product, engineering, marketing, sales, customer success, and partners around a common…
Added 11 hours ago
Principal Cloud & AI Apps Solution Engineer
Microsoft
Toronto, ON
Full-time
…As a Cloud & AI Apps Solution Engineer, you will bring deep technical expertise in agentic AI, AI application architecture, and cloud-native development while helping customers turn…
Added 11 hours ago
Senior Director, Data Center Facilities Development
Oracle
Canada
$193,600 to $414,400 USD / year
Full-time
The position requires a combination of organizational leadership, technical depth, design governance, and portfolio management. The successful candidate will establish clear design…

J&M Group

AI Architect

Toronto, ON, Canada

Job type: Full-time
Apply by: Mar 28, 2027
Experience: 12+ years of Data, Cloud, AI/ML, or Solution Architecture experience.
Posting language: English
Posted: Sep 29, 2026

Apply About employer

Applications open in a new tab.

Original job description

We are seeking a highly experienced AI Architect to lead the design and implementation of an enterprise-scale AI-powered Bordereaux (BDX) Processing Framework for the Insurance MGA and Programs business.

The architect will define and deliver a reusable, scalable framework that leverages Databricks Mosaic AI, Azure AI Services, Agentic AI, and Large Language Models (Azure OpenAI, Anthropic Claude, 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.

Key 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
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
Mapping source columns to target canonical models
Identifying missing attributes and exceptions
Recommending transformation rules
Generating onboarding insights

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

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

Databricks & Azure Architecture

Lead Architecture For

Databricks Mosaic AI
Databricks Vector Search
Delta Lake
Unity Catalog
MLflow
Lakeflow Pipelines
Azure OpenAI
Azure Data Lake Storage

Define Medallion Architecture and metadata-driven processing frameworks.

Architect scalable, cloud-native solutions to support 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
Transformation patterns

Implement RAG-based solutions to enable 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 Experience

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.

Experience in Insurance, MGA, Programs, Bordereaux Processing, or Data Modernization initiatives preferred.

Technical Skills

AI & Agentic AI

Azure OpenAI

Anthropic Claude

Google Gemini

LangGraph

LangChain

AutoGen

CrewAI

LlamaIndex

Databricks Mosaic AI

Databricks Ecosystem

Databricks Mosaic AI

Databricks Vector Search

Delta Lake

Unity Catalog

MLflow

Lakeflow Pipelines

Databricks SQL

Azure Platform

Azure OpenAI

Azure AI Search

Azure Data Lake Storage

Azure Functions

Azure DevOps

Azure Kubernetes Service

Data Engineering

Python

PySpark

SQL

Spark

API Integrations

Metadata-driven Framework Design

Data Quality & Data Governance

Preferred Insurance Experience

Bordereaux Processing (BDX)

MGA & Programs Business

Delegated Authority Business

Policy & Claims Data Integration

Underwriting Operations

Data Modernization Programs

Apply About employer

More about this job

Responsibilities

Lead the architecture and delivery of a reusable, metadata-driven AI framework for ingesting, mapping, standardizing, validating, reconciling, and onboarding insurance Bordereaux data. Design agentic AI, retrieval, governance, and human-approval workflows, while setting architecture standards and guiding stakeholders and engineering teams through reviews, proofs of concept, and implementation.

Requirements

Requires 12 or more years of experience in data, cloud, AI/ML, or solution architecture, including at least five years designing enterprise Azure and Databricks solutions and three years architecting Generative AI and Agentic AI solutions. Experience with metadata-driven data platforms and onboarding frameworks is required; insurance, MGA, Programs, Bordereaux processing, or data modernization experience is preferred.

Skills

AI Architecture
Generative AI
Agentic AI
Azure OpenAI
Databricks Mosaic AI
Databricks Vector Search
Delta Lake
Unity Catalog
MLflow
Azure AI Services
Retrieval-Augmented Generation
Python
PySpark
Metadata-Driven Framework Design
Data Quality
Data Governance

Visa sponsorship

Not detected in the job text

Keywords

Bordereaux Processing
Insurance
Managing General Agents
Programs Business
Databricks Mosaic AI
Azure AI Services
Azure OpenAI
Anthropic Claude
Google Gemini
Agentic AI
Large Language Models
LangGraph
LangChain
AutoGen
CrewAI
LlamaIndex
Databricks Vector Search
Delta Lake
Unity Catalog
MLflow
Lakeflow Pipelines
Azure AI Search
Azure Data Lake Storage
Azure Functions
Azure Kubernetes Service
Python
PySpark
Apache Spark
Retrieval-Augmented Generation
Metadata-Driven Frameworks

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