RBC Borealis is looking for a Research Engineer II to apply machine learning technology to challenging problems. You will be part of a collaborative applied research team delivering AI projects end-to-end, from data processing to prototyping novel algorithmic solutions and implementing machine learning-based products.
What You'll Do
- Build machine learning-based software solutions.
- Collaborate with business stakeholders to prototype machine-learning solutions rapidly.
- Conduct comparisons to existing algorithms and baselines.
- Review, extend, and optimize prototype solutions.
- Collaborate with the engineering team to integrate algorithms into products.
- Develop reusable internal tools to facilitate research prototyping.
- Support projects with thorough documentation, design decisions, and capabilities.
- Communicate and interact frequently with RBC partners and/or employees located across Canada and/or worldwide.
What We're Looking For
- A master’s or PhD degree in computer science, mathematics, physics, economics or equivalent.
- 2+ years of applied machine learning experience in a high-responsibility, minimal-supervision environment.
- Experience with writing modular, robust, scalable software in Python 3.x.
- Expertise in a few of the following areas: deep learning, natural language processing, information retrieval.
- Experience with deep learning packages such as PyTorch, JAX, or Tensorflow.
- Knowledge of professional software engineering best practices for the full software development life cycle, including testing methods, coding standards, code reviews, and source control management.
- Strong communication skills and a collaborative attitude.
Technical Stack
- Python 3.x
- PyTorch
- JAX
- Tensorflow
Team & Environment
You'll be joining an applied research team within RBC Borealis.
Benefits & Compensation
- A comprehensive Total Rewards Program including bonuses and flexible benefits, competitive compensation, commissions, and stock options where applicable.
- Leaders who support your development through coaching and managing opportunities.
- Ability to make a difference and lasting impact from a local-to-global scale.
Work Mode
This role is onsite in Montréal, Canada.
RBC is an equal opportunity employer committed to diversity and inclusion. We are pleased to consider all qualified applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, protected veterans status, Aboriginal/Native American status or any other legally-protected factors.
