Work Location: Toronto, Ontario, Canada
Hours: 37.5
Line of Business: Technology Solutions
Pay Details: $91,200 - $136,800 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.
Job Description:
Our passion is to advance the organization by enabling Azure AI and ML capability for the enterprise to solve business problems and deliver TD products faster. We are looking for a senior AI / ML Platform Engineer to deliver enterprise data services/capabilities and solutions on Azure and GCP.
The perfect candidate will have previous AI / ML cloud experience delivering enterprise data solutions within financial services including knowledge of the security and regulatory requirements. The role is focused on AI and ML service enablement along with applying AIOps best practices to the platform.
You will work in collaboration with cloud engineering, network, security and risk management to deliver secured Azure AI and ML solutions that meet security policies and standards within TD. You will collaborate with developers in our Azure engineering team and lines of business to implement and continuously improve the framework and tools to support self-service automation of the AI and ML services.
Passionate about Generative AI and Machine Learning
AIOps/MLOps mindset enabling services and developing pipelines for managing training models and production models.
Collaborate with internal application development teams to leverage AI/ML services to solve business objectives
Understand security, risks and mitigations to load data and training models securely into Cloud
Programming skills with experience in API and Webhook development using Python, Git Actions and Terraform
Write and use Azure RM and Terraform templates
Understand Azure security features (data protection, authentication, RBAC, etc)
Understanding of Public Key Infrastructure (PKI), handling public key and private key certificates in Azure environment for Paas services and applications
Ability to troubleshoot Azure, DNS, Azure connectivity, NSG, routing
Proficiency in cloud automation using native Azure CLI
Understand concepts related to deploying platform and data analytics via CI/CD pipeline
Ensure that all cloud solutions follow internally defined security and compliance controls
Develop/Consume APIs, SDKs and Webhook for multi-directional integration of cloud orchestration platform with enterprise systems, DevOps Tools and cloud platforms
Ability to participate in fast-paced DevOps Engineering teams within Scrum agile processes
A critical thinker with strong research and analytics skills
Self-motivated with a positive attitude and an ability to work independently and in a team
EXPERIENCE & EDUCATION
3+ years AI and ML platform engineer
3+ years of experience developing platform orchestration code in Azure Python SDK, Terraform and GitHub Runners
Strong expertise with delivering Cloud Infrastructure As Code (IAC) leveraging CI/CD pipelines, Terraform and Git Actions.
Understanding of different GenAI models, development frameworks (Langchain, Semantic Kernel) and AI ecosystem tooling (evaluation, monitoring, governance, security, vector databases)
Ability to understand and identify security risks related to GenAI and techniques
Understanding of major components of RAG applications, usage patterns, and optimization
Must be a self-starter, demonstrated ability to take independent action to achieve results.
Highly developed critical thinking, analytical and problem solving skills
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.
TD is deeply committed to being a leader in customer experience. 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.
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.
Additional Information:
We're delighted that you're considering building a career with TD. Please be advised that this job opportunity is subject to provincial regulation for employment purposes.
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.
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