Responsibilities
- Lead development of machine learning-based software solutions across the research and product development lifecycle.
- Own projects end to end, including data preprocessing, exploration, ML algorithm and pipeline development, deployment, and production monitoring.
- Design and develop RBC Borealis machine learning products and build robust, scalable large-scale ML software systems.
- Partner with machine learning research and product teams to deliver products.
- Provide thorough documentation, design decisions, and technical advisory support.
- Apply software engineering and data best practices, including testing, coding standards, code reviews, and source control management.
Requirements
- Degree in Computer Science, Software Engineering, or an equivalent field.
- 7+ years of experience as a software engineer.
- Experience building modular and robust software systems in Python or a similar language.
- Knowledge of professional software engineering practices across the full software development lifecycle, including testing methods, coding standards, code reviews, and source control management.
- Experience across the ML research and product lifecycle from prototyping to production is a plus.
- Experience building microservices and data pipelines and using relational and non-relational databases is a plus.
- Experience with data science tooling and deep learning frameworks is a plus.
- Experience with DevOps engineering, including CI/CD pipelines, observability, and containers, is a plus.
Benefits
- Comprehensive Total Rewards Program including bonuses and flexible benefits, competitive compensation, commissions, and stock options where applicable.
- Coaching and management opportunities to support professional development.
- Full-time regular salaried employment, with a stated schedule of 37.5 hours per week.
- Work location listed as 777 Bay St, Toronto, Canada.
Tech Stack
Categories
About RBC
Royal Bank of Canada is a global financial institution with a purpose-driven, principles-led approach to delivering leading performance. Our success comes from the 94,000+ employees who leverage their imaginations and insights to bring our vision, values and strategy to life so we can help our clients thrive and communities prosper. As Canada's biggest bank and one of the largest in the world, based on market capitalization, we have a diversified business model with a focus on innovation and providing exceptional experiences to our more than 17 million clients in Canada, the U.S. and 27 other countries. Learn more at rbc.com. We are proud to support a broad range of community initiatives through donations, community investments and employee volunteer activities. See how at www.rbc.com/community-social-impact. http://rbc.com/legalstuff. La Banque Royale du Canada est une institution financière mondiale définie par sa raison d'être, guidée par des principes et orientée vers l'excellence en matière de rendement. Notre succès est attribuable aux quelque 94 000+ employés qui mettent à profit leur créativité et leur savoir faire pour concrétiser notre vision, nos valeurs et notre stratégie afin que nous puissions contribuer à la prospérité de nos clients et au dynamisme des collectivités. Selon la capitalisation boursière, nous sommes la plus importante banque du Canada et l'une des plus grandes banques du monde. Nous avons adopté un modèle d'affaires diversifié axé sur l'innovation et l'offre d'expériences exceptionnelles à nos plus de 17 millions de clients au Canada, aux États Unis et dans 27 autres pays. Pour en savoir plus, visitez le site rbc.com/francais Nous sommes fiers d'appuyer une grande diversité d'initiatives communautaires par des dons, des investissements dans la collectivité et le travail bénévole de nos employés. Pour de plus amples renseignements, visitez le site www.rbc.com/collectivite-impact-social. https://www.rbc.com/conditions-dutilisation/