Machine Learning Engineer II

Job Responsibility:

Work Location:

Toronto, Ontario, Canada

Hours:

37.5

Line of Business:

Analytics, Insights, & Artificial Intelligence

Pay Details:

n/a - n/a CAD

TD is committed to providing fair and equitable compensation opportunities to all colleagues. Growth opportunities and skill development are defining features of the colleague experience at TD. Our compensation policies and practices have been designed to allow colleagues to progress through the salary range over time as they progress in their role. The base pay actually offered may vary based upon the candidate's skills and experience, job-related knowledge, geographic location, and other specific business and organizational needs.

As a candidate, you are encouraged to ask compensation related questions and have an open dialogue with your recruiter who can provide you more specific details for this role.

:

The goal of the ML Engine team is to enable training and deploying robust and high-performing models by providing a solid foundation and allowing for fast iteration. We are looking for experienced Senior Machine Learning Engineers (engineering lead) who have worked under tight deadlines and guided teams towards successful deliveries. The ideal candidate is a master of coding and system design with track record of technical leadership. They are experts in managing complex requirements and working with big data.

The candidate will be the go-to person for the machine learning engine. They will lead efforts of members on the ML Frameworks team shipping core engine from 0 to 1, which will be used across the Bank. The candidate will interact with machine learning scientists, MLOps teams to develop systems that will satisfy the needs of machine learning projects.

What are your main responsibilities?

• Own and ship a significant set of the ML engine.
• Lead the design and implementation of the ML engine, including data pipelines, feature pipelines, model, inference, and production hand-off patterns.
• Go-to person for machine learning engine at the bank.
• Lead and mentor Machine Learning Engineers to ensure best engineering practices in our systems.

Job Requirements :

Must-Have:

Bsc+ in Computer Science, Math, Physics, or similar

5+ years of extensive programming experience, at least 3 years of experience in ML systems.

3+ years experience of building machine learning systems.

Expert with Big Data technologies and frameworks including but not limited to Hadoop, MapReduce, Spark, Cassandra, Kafka, Elasticsearch .

Experience with Big Data solutions developed in large cloud computing infrastructures such as Azure and AWS

You value good software design and sweat over details in code and API design.

You enjoy learning new technology and also educating others.

You take great personal pride in building robust and scalable software.

You strive to communicate clearly and with empathy.

You are highly accountable and have a strong sense of ownership.

Ability to do detailed code reviews and give thoughtful feedback.

Nice to have

Experience building a library or a framework.

Comfortable with statistics.

Knowledge of machine learning and deep learning.

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.

Our Total Rewards Package Our Total Rewards package reflects the investments we make in our colleagues to help them and their families achieve their financial, physical, and mental well-being goals. Total Rewards at TD includes a base salary, variable compensation, and several other key plans such as health and well-being benefits, savings and retirement programs, paid time off, banking benefits and discounts, career development, and reward and recognition programs. Learn more

Additional Information: We're delighted that you're considering building a career with TD. Through regular development conversations, training programs, and a competitive benefits plan, we're committed to providing the support our colleagues need to thrive both at work and at home.

Please be advised that this job opportunity is subject to provincial regulation for employment purposes. It is imperative to acknowledge that each province or territory within the jurisdiction of Canada may have its own set of regulations, requirements.

Colleague Development If you're interested in a specific career path or are looking to build certain skills, we want to help you succeed. You'll have regular career, development, and performance conversations with your manager, as well as access to an online learning platform and a variety of mentoring programs to help you unlock future opportunities. Whether you have a passion for helping customers and want to expand your experience, or you want to coach and inspire your colleagues, there are many different career paths within our organization at TD - and we're committed to helping you identify opportunities that support your goals.

Training & Onboarding We will provide training and onboarding sessions to ensure that you've got everything you need to succeed in your new role.

Interview Process We'll reach out to candidates of interest to schedule an interview. We do our best to communicate outcomes to all applicants by email or phone call.

Accommodation Your accessibility is important to us. Please let us know if you'd like accommodations (including accessible meeting rooms, captioning for virtual interviews, etc.) to help us remove barriers so that you can participate throughout the interview process. We look forward to hearing from you!

Language Requirement (Quebec only):

Sans Objet