Vista previa generada por IA
Lead AI engineering at BMO, developing agentic AI and RAG solutions in Azure.
Senior role in Toronto (hybrid), focusing on cloud-native AI & microservices.
Application Deadline:
07/30/2026
Address:
33 Dundas Street West
Job Family Group:
Technology
Please note this role is HYBRID (2-3 days/week in the office)
Develops scalable, secure, and intelligent cloud-based AI applications with a focus on Agentic AI systems, Retrieval-Augmented Generation (RAG), and enterprise LLM integration . Leads the design, development, enhancement, testing, debugging, and maintenance of AI-driven cloud applications, and enables the transformation of business processes through AI automation and intelligent decisioning.
Roles and Responsibilities
- Designs, develops, and maintains AI-driven cloud applications using Python and modern AI frameworks
- Leads the implementation of Agentic AI systems , including multi-agent orchestration and autonomous workflows
- Builds and optimizes RAG pipelines , including embeddings, vector databases, and retrieval strategies
- Integrates data from multiple sources (structured and unstructured) while addressing security, compatibility, and governance risks
- Maintains AI applications and infrastructure to ensure scalability, performance, and reliability
- Develops and applies Context engineering and Prompt engineering strategies , evaluation frameworks, and model optimization techniques (e.g., fine-tuning, LoRA, embeddings)
- Establishes CI/CD pipelines, development environments, and MLOps/LLMOps practices to support AI solution delivery
- Creates technical documentation, development standards, and operational procedures
- Translates business requirements into AI-enabled technical solutions , collaborating with stakeholders across business and technology teams
- Provides technical leadership, mentorship, and delivery guidance to engineering teams
- Serves as a specialist resource to senior leaders and stakeholders, works independently and leads delivery across complex, non-routine initiatives
- Supports enterprise AI strategy and contributes to broader innovation and transformation initiatives
- Applies strong judgment to identify and resolve complex technical issues, including LLM performance, scalability, guardrails (RAI/RAIOps), and integration challenges
- Ensures alignment with BMO’s Risk Management Framework , including responsible AI usage, data privacy, and regulatory compliance
Experience & Education
University degree in Computer Science, Engineering
8+ years of experience in software engineering, cloud platforms and distributed systems
2+ years of AI/ML engineering experience, with strong recent hands-on experience in LLMs and generative AI (e.g., RAG, agentic AI, prompt/context engineering)
Technical Expertise
Advanced proficiency in:
Python / NodeJS / Java and AI/LLM frameworks (e.g., Semantic Kernel / MAF, LangChain, LlamaIndex, FastAPI )
Cloud platforms ( Azure preferred; AWS acceptable ), CDKTF
API development, microservices, and distributed systems
Agentic AI frameworks and architectures
RAG design patterns and vector databases
Strong understanding of:
LLM fundamentals (transformers, embeddings, tokenization)
Model evaluation, performance monitoring, observability, and AI guardrails (Responsible AI / RAIOps)
Cloud security, data privacy, AI governance, and compliance frameworks
Core Capabilities
Strong leadership and mentoring skills
Proven ability to lead large-scale, complex technical initiatives end-to-end
Delivery leadership mindset with strong execution and ownership
Excellent problem-solving and analytical skills
Strong communication and stakeholder management skills
Deep understanding of SDLC, cloud architecture, and enterprise application development
Nice to Have
Experience in financial services / banking / wealth management
Experience leading enterprise-scale AI transformation initiatives
Relevant certifications:
Microsoft Azure AI Engineer / Solutions Architect
AWS Machine Learning / Solutions Architect
Salary
Salary :
$75,900.00 - $141,900.00
Pay Type
Pay Type:
Salaried
Compensation Details
The above represents BMO Financial Group’s pay range and type.
Salaries will vary based on factors such as location, skills, experience, education, and qualifications for the role, and may include a commission structure. Salaries for part-time roles will be pro-rated based on number of hours regularly worked. For commission roles, the salary listed above represents BMO Financial Group’s expected target for the first year in this position.
BMO Financial Group’s total compensation package will vary based on the pay type of the position and may include performance-based incentives, discretionary bonuses, as well as other perks and rewards. BMO also offers health insurance, tuition reimbursement, accident and life insurance, and retirement savings plans. To view more details of our benefits, please visit: https://jobs.bmo.com/global/en/Total-Rewards
About Us
At BMO we are driven by a shared Purpose: Boldly Grow the Good in business and life. It calls on us to create lasting, positive change for our customers, our communities and our people. By working together, innovating and pushing boundaries, we transform lives and businesses, and power economic growth around the world.
As a member of the BMO team you are valued, respected and heard, and you have more ways to grow and make an impact. We strive to help you make an impact from day one – for yourself and our customers. We’ll support you with the tools and resources you need to reach new milestones, as you help our customers reach theirs. From in-depth training and coaching, to manager support and network-building opportunities, we’ll help you gain valuable experience, and broaden your skillset.
To find out more visit us at https://jobs.bmo.com/ca/en .
BMO is committed to an inclusive, equitable and accessible workplace. By learning from each other’s differences, we gain strength through our people and our perspectives. Accommodations are available on request for candidates taking part in all aspects of the selection process. To request accommodation, please contact your recruiter.
Note to Recruiters
BMO does not accept unsolicited resumes from any source other than directly from a candidate. Any unsolicited resumes sent to BMO, directly or indirectly, will be considered BMO property. BMO will not pay a fee for any placement resulting from the receipt of an unsolicited resume. A recruiting agency must first have a valid, written and fully executed agency agreement contract for service to submit resumes.