Machine Learning Engineer II
Machine Learning Engineer II
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Job Description
Work Location:
Toronto Ontario CanadaHours:
37.5Line of Business:
Analytics Insights & Artificial IntelligencePay Details:
$140000 - $155000 CADThe pay details posted reflect a temporary market premium specific to this role that is reassessed annually.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 candidates 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.
Job Description:
We are currently in the final stages of the interview process with a preferred candidate. However we value diverse perspectives and encourage all qualified individuals to apply.
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 worlds 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 95000 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 youve 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 were 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:
Were delighted that youre considering building a career with TD. Through regular development conversations training programs and a competitive benefits plan were 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 youre interested in a specific career path or are looking to build certain skills we want to help you succeed. Youll 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 were committed to helping you identify opportunities that support your goals.
Training & Onboarding
We will provide training and onboarding sessions to ensure that youve got everything you need to succeed in your new role.
Interview Process
Well 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 youd 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 ObjetEmployment Type
Full-Time
