Work Location:
Toronto, Ontario, CanadaHours:
37.5Line of Business:
Analytics, Insights, & Artificial IntelligencePay Details:
$76,800 - $150,000 CADThis role is temporarily eligible for a pay premium above the posted salary range that is reassessed annually. You are encouraged to have an open dialogue with your recruiter who can provide more specific pay details for this role.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.
Job Description:
You will be designing and developing the cloud infrastructure for automated machine learning delivery pipelines for TD's AI platform. The day-to-day tasks involve development, delivery and automation of scalable systems for data ingestion, processing, validation, model training, large-scale computation, monitoring, serving results and handling upgrades. Working directly with teams to build the automation code and add features to incorporate our platform into the automation.
Our stack for the AI cloud platform currently includes: databricks, Azure ML, docker, Kubernetes, and blobfuse with a majority of our infrastructure running on Azure cloud. We have also started working with terraform for automation.
This role will require collaboration with multiple different teams from ML engineering, to delivery, and software development teams in order to build a platform that meets all requirements
Job Requirements
Must-Have:
· 2+ years of experience building sophisticated and automated production infrastructure
· A background in software engineering, and working within a software development team
· Solid cloud experience with Azure or AWS experience
· Experience with Kubernetes, docker and container orchestration
· Experience with ML tools i.e azure ML or databricks
· Strong scripting skills, i.e., Bash, Python, Groovy etc.
· Experience with Git actions, and Jenkins
· Experience with managing CI/CD tools and pipelines
· Experience with Linux systems administration skills in a Cloud environment, Redhat and Ubuntu
· Strong verbal and written communication skills, with the ability to work effectively across teams
· BA/BS degree or equivalent experience; Computer Science background preferred
Nice-to-Have:
· Experience with running predictive or genAI services in a production setting
· Knowledge of IP networking, VPN's, DNS, load balancing and firewalls
· Familiarity with monitoring tools
· Experience with Saltstack or other configuration management
· Experience with automated testing tools
· Experience troubleshooting and tuning systems performance
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