RB
Royal Bank of CanadaTorontoInternship
2026 Fall - GRM, Data Science Intern (4 Months)
Join RBC's AI validation team as a Data Science Intern to assess and manage AI model risks across various business functions. Gain hands-on experience in model validation, research, and governance in a collaborative environment.
1
Role and Responsibilities
- Work across diverse business functions applying AI and machine learning models.
- Validate models by designing and executing validation frameworks.
- Assess conceptual soundness, data processing, reproducibility, robustness, fairness, and explainability.
- Conduct research to enhance validation methods and develop reusable software.
- Collaborate with IT and stakeholders to promote MLOps and best practices.
2
Types of Models
- Classification, regression, anomaly detection, NLP, computer vision.
- Reinforcement learning, recommendation systems, dimensionality reduction.
- Large Language Models including generative AI.
3
Business Functions
- Internal Audit, Cybersecurity, Fraud Management, AML.
- Insurance, Credit Risk, Technology Operations.
- Identity & Access Management, Human Resources.
4
Requirements
- Pursuing PhD, Master's, or Bachelor's in quantitative fields like Statistics or Computer Science.
- Proficient in Python or similar programming languages.
- Strong communication and interpersonal skills.
- Passionate about learning and staying current with research and technology.
- Familiarity with machine learning frameworks and libraries.