BMO Financial Group
AIEngineer/Developer
Neural analysis suggests this role is
optimal for Senior candidates.
“AI Engineer/Developer at BMO Financial Group. Skills: AI Engineer, Agent Ecosystem, LLM, Azure AI. Build agentic AI ecosystem. Deliver production-grade AI agents”
Industry & Context.
Resilient execution patterns (fallbacks, retries, error handling); Translate business vision into architecture and delivery plans
What They're Looking For.
Must Have
5–7+ years in software engineering with strong AI/ML focus, Experience building LLM-powered applications or agent-based systems, Deep expertise in Azure cloud ecosystem, Multi-agent orchestration, Tool calling / routing, State & memory management, Hands-on experience with observability in AI systems, Proven track record of delivering end-to-end AI solutions
Nice to Have
Experience with Azure AI Foundry / emerging Microsoft AI tooling, Exposure to AI evaluation frameworks and governance models, Experience designing enterprise platforms (identity, registry, access control), Background in regulated industries (e.g., financial services)
What You'll Do.
Build agentic AI ecosystem
Deliver production-grade AI agents
Design and develop Agent Ecosystem
Establish design patterns
Design and implement orchestration layers
Build and integrate agent registries
Implement resilient execution patterns
Define reusable agent templates
Integrate Azure AI services
Enable scalable deployment
Build operational dashboards
Embed governance controls
Integrate evaluation pipelines
Translate business vision
How You'll Work.
Team & Collaboration
Work on multi-year transformation initiative; Player-coach role; Combine hands-on development with technical leadership; Scale agent development across teams; Integrate Azure AI services and enterprise systems; Translate business vision into architecture and delivery plans; Partner with product and leadership to drive roadmap and execution
Process & Methodology
Delivery plans
Full Job Description
Application Deadline: 05/30/2026 Address: 100 King Street West Job Family Group: Technology #ARCisHiring **About the Role** As an AI Engineer, you will play a critical role in building BMO’s next-generation **agentic AI ecosystem** , enabling scalable, AI-driven automation across enterprise workflows. You will work on a multi-year transformation initiative focused on delivering **production-grade AI agents and orchestration platforms** , leveraging Large Language Models (LLMs) and Azure AI services to drive operational efficiency, decision augmentation, and enhanced user experiences. This role combines **hands-on engineering, platform design, and technical leadership** , giving you the opportunity to shape foundational capabilities that will be reused across the enterprise. **🔹 Why This Role is Unique ** * Opportunity to build **enterprise-scale AI agent ecosystems (multi-agent orchestration)** * Direct impact on **digital-first transformation initiatives** * Work on **Azure-native AI platform (including Foundry where applicable)** * Influence **governance, evaluation frameworks, and AI safety standards** **🔹 Role Summary ** * Lead the design and development of an enterprise **Agent Ecosystem** , including orchestration, agent lifecycle management, and integration patterns * Act as a **player-coach** , combining hands-on development with technical leadership and architectural guidance * Establish **foundational design patterns and reusable frameworks** to scale agent development across teams **🔹 Key Responsibilities ** **🔧 Agent Platform & Orchestration** * Design and implement orchestration layers (routing, tool calling, workflow coordination, memory/state management) * Build and integrate **agent registries and lifecycle management frameworks** * Implement **resilient execution patterns** (fallbacks, retries, error handling) **🧩 Enterprise AI Engineering** * Define reusable **agent templates, SDKs, and platform abstractions** * Integrate Azure AI services and
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