Description
This role at RBC involves leading the deployment and operationalization of advanced machine learning and Generative AI (GenAI) solutions within the Security Insights and AI (SIAI) team. The focus is on leveraging ML and Big Data technologies to predict behaviors and enable proactive threat detection and response against escalating global digital threats. The position also contributes to the development of next-generation autonomous/semi-autonomous AI platforms by integrating large language models (LLMs) and GenAI to enhance security controls, operational efficiency, and regulatory compliance.
Ce que nous recherchons
Engineer and maintain scalable data pipelines and workflows using PySpark, AWS SageMaker, Airflow, JupyterHub, RunAI.,Optimize Spark job performance through advanced tuning, resource management, and cost-efficient scalability.,Deploy batch and real-time inference models with robust monitoring.,Deploy, manage, and optimize ML and Agentic applications across multiple platforms like Cloudera Data Lake, AWS, OpenShift Container Platform (OCP), utilizing Helios on Actions CI/CD pipeline.,Build GenAI solutions using LLMs and RAG systems (OpenAI, Cohere, Claude, Llama), vector search (pgvector, Milvus, Pinecone), and advanced context engineering pipelines (LangChain, Semantic Kernel).,Apply and advocate for best practices in secure coding and MLOps CI/CD automation (Docker, Kubernetes, OpenShift, GitHub Actions, Jenkins), traceability (Langfuse), and observability (Prometheus, Grafana).,Contribute to code reviews, collaborate with data scientists, various engineers (front/backend, ML), and maintain clear technical documentation.,Champion best practices in AI safety, privacy, regulatory compliance, and autonomous system guardrails, including model monitoring, fallback mechanisms, and secure deployment in regulated environments.
Candidat idéal
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Compétences techniques
Compétences interpersonnelles
Heures de travail
37.5 hours/week
Avantages
Aussi disponible à
À propos de l'entreprise
Royal Bank of Canada
La Banque Royale du Canada est une institution financière mondiale définie par sa raison d'être et guidée par des principes en vue de produire une performance de premier plan. En tant que plus grande banque du Canada, elle offre des services de banque aux particuliers et aux entreprises, de gestion de patrimoine et de marchés des capitaux à plus de 17 millions de clients dans le monde.
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