Principal AI/ML Engineer
Ontario 1 month ago
Job Description
Requisition ID:
Join a purpose driven winning team, committed to results, in an inclusive and high:performing culture.
Overview:
Global Wealth Management Technology (GWMT) is seeking an exceptional and forward:thinking Principal AI/ML Engineer to help shape and execute the next generation of intelligent solutions within GWMT.
This role is ideal for a highly competent engineer with 7:9 years of hands:on experience who can architect robust AI/ML systems, align with enterprise strategy, and elevate technical excellence across domains. You will play a pivotal role in translating business vision into AI:driven outcomes, championing scalable design, and fostering a collaborative engineering culture.
Why Join Us:
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Scotiabank's Global Wealth Management (GWM) division empowers millions of clients worldwide with personalized financial planning, investment strategies, and advisory services.
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As part of GWMT, you'll work on high:impact problems that blend financial insight with advanced machine learning. You will shape cloud:native, secure, and explainable AI/ML systems that enhance advisor intelligence and client experience-while aligning to regulatory, operational, and strategic priorities.
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You won't just be joining a team-you'll be helping define the future of AI in wealth management.
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Our engineering culture values autonomy, intellectual rigor, and business alignment. We're building intelligent platforms that integrate with every layer of our advisory experience.
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You'll collaborate with industry veterans and technologists who are passionate about impact, precision, and doing meaningful work at scale.
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If you're looking to shape architectures that endure and solve hard problems that matter-this is your runway.
Key Responsibilities:
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Architect scalable and secure ML solutions using cloud:native technologies (Azure, GCP) and distributed processing frameworks.
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Lead the design, integration, and optimization of complex AI/ML systems-including RAG, agentic workflows, and multi:model orchestration.
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Develop and maintain advanced ML Ops pipelines with robust CI/CD, testing, retraining, and observability baked in.
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Translate evolving business objectives and regulatory requirements into practical AI frameworks and platform capabilities.
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Own technical vision and best practices around explainability, privacy, compliance (e.g., PIPEDA, GLBA, GDPR), and governance.
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Collaborate closely with engineering leads, enterprise architects, and data teams to establish end:to:end ML infrastructure that is resilient, performant, and measurable.
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Mentor senior and junior engineers alike, guiding architectural reviews, solution scoping, and delivery excellence.
Minimum Must have Qualifications:
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7:9 years of experience building and deploying AI/ML systems in production, with a track record of leading end:to:end architecture.
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Demonstrated experience with financial services data, models, and regulatory environments (e.g., compliance logging, auditability, explainability).
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Strong applied experience with retrieval:augmented generation (RAG) systems and vector databases, including Azure Cognitive Search, GCP Matching Engine, FAISS, or Weaviate.
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Proficiency in orchestration frameworks such as LangChain, LlamaIndex, or Semantic Kernel.
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Hands:on expertise in infrastructure:as:code tools such as Terraform, ARM, or Pulumi.
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Deep understanding of ML lifecycle tools, including Airflow, MLflow, Kubeflow, and model registry/versioning.
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Expertise in observability stacks such as Prometheus, Grafana, Azure Monitor, or GCP Cloud Logging.
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Cloud:native deployment skills (Azure ML, Vertex AI) and containerization (Docker, Kubernetes).
Preferred Skills:
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