JOB DESCRIPTION:

The goal of the ML Framework team in AI platform, TD Bank is to enable model serving & deployment of robust and high-performing models by providing a solid foundation and allowing for fast iteration of deployment through ML frameworks. We are looking for world-class engineers to take on the challenging problem of shipping core frameworks for both Predictive & GenAI that will be used across the bank for model deployment & serving. The candidate will be one of the primary engineers for the machine learning framework team. They will design critical components of the ML frameworks which will be used across the Bank. The candidate will interact with model developers & other ML, ML/DevOps engineers to develop systems that will satisfy the needs of machine learning model deployments across various projects.

EXPERIENCE AND / OR EDUCATION

• 3+ Years of industry experience as a Software/ML Engineer leading the development of features.
• Experience with building and scaling data-intensive software & systems.
• You value good software & system design and sweat over details in code and API design.
• You enjoy learning new technology and educating others.
• You take great personal pride in building robust and scalable software & ML systems.
• You strive to communicate clearly and with empathy.
• You are highly accountable and have a strong sense of ownership.
• You are a self-starter and can independently drive your projects forward.
• Ability to do detailed code reviews and give thoughtful feedback.

PREFERRED QUALIFICATIONS:

• Experience building a library or a framework.
• Experience with Big Data technologies and frameworks including but not limited to Spark, flask, Django, FastAPI
• Experience with Microsoft Azure
• Comfortable with MLOps.
• Knowledge of machine learning and deep learning for both predictive & GenAI.
• Knowledge of distributed systems.

WHO WE ARE:

TD is one of the world’s leading global financial institutions and is the fifth largest bank in North America by branches/stores. Every day, we deliver legendary customer experiences to over 27 million households and businesses in Canada, the United States and around the world. More than 95,000 TD colleagues bring their skills, talent, and creativity to the Bank, those we serve, and the economies we support. We are guided by our vision to Be the Better Bank and our purpose to enrich the lives of our customers, communities and colleagues.
TD is deeply committed to being a leader in customer experience, that is why we believe that all colleagues, no matter where they work, are customer facing. As we build our business and deliver on our strategy, we are innovating to enhance the customer experience and build capabilities to shape the future of banking. Whether you’ve got years of banking experience or are just starting your career in financial services, we can help you realize your potential. Through regular leadership and development conversations to mentorship and training programs, we’re here to support you towards your goals. As an organization, we keep growing – and so will you.

• Own and ship features for ML framework capabilities.
• Work with product owners and tech leads to design, ship, and refine significant components of the product.
• Work with model developers, ML/DevOps teams to build, maintain and service the product.