Engineer II

at  TD Bank

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 and engineering principals 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. 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.

Please refer the Job description for details