Mistral AISingapore3h ago
RBCPosted 2w ago
Senior Director, ATOM Engineering at RBC scores 94 out of 100 on AI centrality, which makes it AI Level 4 of 4 (Builds AI) on this board. The level measures how much of the work is AI, not seniority.
AI in this role
Job Description
What is the opportunity?
RBC's AI Group has developed ATOM (Asynchronous Temporal Model), a groundbreaking proprietary AI foundation model that is transforming how RBC serves its clients. ATOM learns from billions of financial event sequences to power personalized client experiences, intelligent credit decisions, fraud detection, and innovative digital banking solutions.
As a member of RBC Borealis AI, reporting to the VP, Solutions Engineering & Delivery, the Senior Director, ATOM Engineering will lead the engineering team responsible for deploying, scaling, and operationalizing ATOM across RBC's enterprise platforms. This is a high-impact technical leadership role at the forefront of RBC's $1 billion AI ambition, where you'll translate cutting-edge AI research into production-grade solutions that serve millions of clients.
You'll build and lead a team of software engineers, ML engineers, and technical product managers who are responsible for taking ATOM from research innovation to enterprise-scale deployment. Your work will directly enable transformative AI solutions across credit, loyalty, fraud, digital channels, and beyond.
What will you do?
Foundation Model Engineering & Delivery:
- Lead the end-to-end engineering, deployment, and support for RBC foundation models. Support delivery teams throughout the consumption of these models in production.
- Build robust, scalable, and secure software infrastructure to support ATOM's integration with RBC's enterprise platforms and the Lumina AI & Data Platform.
- Partner with VP, Applied AI and VP, Research teams to translate research on foundation models into production-ready, enterprise-grade software solutions.
- Drive the technical roadmap for ATOM (and other foundation model) engineering capabilities including model serving infrastructure, API development, integration patterns, and deployment automation.
- Ensure solutions that incorporate RBC foundation models meet RBC's performance, reliability, scalability, and security requirements for mission-critical banking applications.
Cross-Functional Collaboration & Solution Integration:
- Collaborate closely with business line CIOs, product managers, and technology teams to understand and support the use of foundation models in production.
- Partner with platform teams (Lumina, AI & ML Platform, Agentic Platform) to ensure seamless integration of foundation models with RBC's AI infrastructure.
- Work with AI Governance, Model Risk, and third-party risk teams to ensure all deployments meet regulatory, compliance, and ethical AI standards.
- Engage with AI Research teams to provide feedback on model development, identify production-challenges, and influence research priorities based on deployment learnings.
Team Leadership & Capability Building:
- Build and lead a high-performing engineering team of software engineers, ML engineers, DevOps specialists, and technical product managers.
- Foster a culture of engineering excellence, innovation, and accountability with focus on delivering measurable business outcomes.
- Develop team capabilities in modern software engineering practices, MLOps, cloud-native architectures, and AI solution delivery.
- Mentor engineers and create career development pathways for growing technical leadership talent.
Production Operations & Performance Management:
- Establish and own operational excellence for ATOM-powered solutions including monitoring, incident response, performance optimization, and continuous improvement.
- Implement robust DevOps and MLOps practices to enable rapid iteration, automated testing, and reliable deployment of ATOM models and features.
- Define and track key performance indicators (KPIs) for ATOM solutions including model performance, system reliability, latency, cost efficiency, and business impact.
- Drive ongoing optimization of ATOM infrastructure to balance performance, cost, and scalability as usage grows across the enterprise.
What do you need to succeed?
Must Have:
- 12+ years of experience in software engineering, platform engineering, or ML engineering roles with at least 3-5 years in leadership positions and people management.
- Proven track record building and deploying large-scale, mission-critical software systems in production environments, preferably in financial services or other regulated industries.
- Strong understanding of machine learning operations (MLOps), model deployment, model serving infrastructure, and production ML systems.
- Experience leading cross-functional engineering teams (10+ people) delivering complex technical solutions across multiple business domains.
- Demonstrated ability to translate research prototypes or algorithms into scalable, production-grade software solutions.
Nice to Have:
- Experience building or deploying AI foundation models, large language models, or similar advanced AI systems in production.
- Background in financial services technology with understanding of banking systems, transaction processing, and regulatory requirements.
- Hands-on experience with AI/ML frameworks (TensorFlow, PyTorch) and understanding of deep learning model architectures.
- Knowledge of data engineering, real-time data pipelines, and integration with enterprise data platforms.
- Familiarity with responsible AI practices, model governance, bias detection, and explainability techniques.
- Experience with agile delivery methodologies, product management, and outcome-driven development.
- Computer Science degree or equivalent technical background; advanced degree (MS, PhD) in related field is a plus.
- Track record of innovation through patents, technical publications, or open-source contributions.
What's in it for you?
We thrive on the challenge to be our best, progressive thinking to keep growing, and working together to deliver trusted advice to help our clients thrive and communities prosper. We care about each other, reaching our potential, making a difference to our communities, and achieving success that is mutual.
- Work on cutting-edge AI: Lead engineering for ATOM, RBC's proprietary foundation model that is transforming banking for millions of clients.
- Massive scale and impact: Your solutions will process billions of transactions and directly influence credit decisions, fraud prevention, and personalized client experiences.
- Technical leadership: As a member of RBC Borealis AI, build and lead a world-class engineering team while shaping RBC's AI engineering strategy and standards.
- Innovation at the intersection of AI and banking: Bridge advanced AI research with practical, production-grade solutions in a highly regulated environment.
- Comprehensive Total Rewards Program including competitive compensation, bonuses, flexible benefits, and stock options.
- Talent development: Leaders who support your growth through coaching, mentorship, and opportunities to influence RBC's technology direction.
- Dynamic, high-performing team: Work alongside leading AI researchers, data scientists, platform engineers, and business innovators.
- Opportunities for progressively greater impact: As ATOM scales across RBC, so will your scope, influence, and career opportunities.
#LI-POST
#TechPJ
Job Skills
Data Science, Decision Making, Emerging Technologies, Group Problem Solving, Machine Learning (ML), Multi-Level Communication, Programming LanguagesAdditional Job Details
Address:
RBC WATERPARK PLACE, 88 QUEENS QUAY W:TORONTOCity:
TorontoCountry:
CanadaWork hours/week:
37.5Employment Type:
Full timePlatform:
TECHNOLOGY AND OPERATIONSJob Type:
RegularPay Type:
SalariedPosted Date:
2026-05-24Application Deadline:
2026-09-30Note: Applications will be accepted until 11:59 PM on the day prior to the application deadline date above
Our Employment Opportunities
At RBC, we are guided by living shared values of Client First, Integrity, Collaboration, Respect and Excellence and winning together as One RBC. We believe an inclusive workplace that has diverse perspectives is core to our continued growth as one of the largest and most successful banks in the world. Maintaining a workplace where our employees feel supported to perform at their best, effectively collaborate, drive innovation, and grow professionally helps to bring our Purpose to life and create value for our clients and communities. RBC strives to deliver this through policies and programs intended to foster a workplace based on respect, belonging and opportunity for all.
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RBC is presently inviting candidates to apply for this existing vacancy. Applying to this posting allows you to express your interest in this current career opportunity at RBC. Qualified applicants may be contacted to review their resume in more detail.
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Skills and AI tools this role asks for
Questions you could be asked
- How do you monitor a model once it's live, and how do you know it needs retraining?
- How do you think about the risk of an AI system in this kind of role failing silently?
- Tell me about a research question you investigated. What did you find?
- What's a project where you used PyTorch hands-on?
- Walk me through how you've used TensorFlow in your day-to-day work.
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- List these exact terms on your resume: Ml Ops, AI Safety, AI Research, PyTorch, and TensorFlow. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them — a tool named with nothing behind it rarely survives a human read.
- Lead with what you built, trained or shipped — this role is judged on the AI system itself, not the tools around it.
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