Senior Cloud AI Engineer

2 months ago


Toronto, Ontario, Canada The Toronto-Dominion Bank (Canada) Full time
Job Description

Overview

We are seeking a highly skilled Cloud AI Engineer to join our team and drive the delivery of cutting-edge enterprise capabilities and solutions on the Azure AI Platform. As a key member of our AI Platform team, you will be responsible for designing, implementing, and maintaining cloud-based infrastructure and code assets specifically tailored to support our ambitious AI initiatives.

Key Responsibilities
  • Infrastructure Design and Implementation

Develop and deploy scalable, reliable, and efficient cloud-based solutions tailored for our AI initiatives. This includes selecting suitable Azure services, configuring resources, and optimizing performance to ensure smooth integration with our AI models and applications.

AI Model Integration

Deploy AI models into production environments using Azure AI Platform tools such as Azure ML, Azure AI Studio, Open AI, Vector Databases, and Databricks.

Cloud Services Management

Implement and manage cloud-based services and infrastructure, including compute, storage, access, and networking.

Collaboration

Partner with engineers to design scalable and resilient platforms that fully utilize cloud services. Work with architects, data scientists, platform engineers, AI security teams, and other stakeholders to ensure alignment and success in our AI projects.

Automation and Orchestration

Develop automation and orchestration processes to streamline workflows and minimize manual intervention for AI applications. Use tools like Terraform, Ansible, or Kubernetes to automate deployment and management.

API Management

Develop and manage APIs for model inferencing in a serverless environment, leveraging cloud services for efficient and cost-effective solutions.

Security and Compliance

Ensure the security and compliance of cloud-based AI solutions. Work with AI security teams to implement necessary controls and safeguards for sensitive data and intellectual property.

Performance Monitoring and Optimization

Monitor and optimize the performance of AI workloads and cloud resources. Analyze resource utilization, identify cost-saving opportunities, and implement strategies such as rightsizing instances, using spot instances, and leveraging auto-scaling capabilities.

Troubleshooting

Diagnose and resolve issues related to cloud infrastructure and AI applications.

Continuous Improvement

Stay updated with the latest trends and advancements in cloud computing and AI technologies. Continuously enhance the frameworks and tools that support our AI and ML capabilities.

Requirements
  • Industry Experience

Previous experience in a similar role within the AI industry and tech industry experience (8-10 years).

Educational Background

Bachelor's or Master's degree in Computer Science, Engineering, or a related field.

Programming

Competency in Python, SQL, Spark. Experience in Scala, Java, C++ is a plus.

Big Data Technologies

Experience with big data technologies (Hadoop, Spark, etc.) with deep knowledge of data engineering and ETL processes.

Machine Learning and AI

Good understanding of overall machine learning and generative AI applications.

Cloud Technical Expertise

Experience with Azure AI Platform and AI tools like Azure ML, Azure AI Studio, Open AI, Vector Databases, and Databricks.

Containerization and Orchestration

Working knowledge of containerization and orchestration tools (Docker, Kubernetes).

Infrastructure as Code

Familiarity with IaC tools (Terraform, Ansible, etc.).

MLOps Practices

Familiarity of DevOps concepts and hands on experience with CI/CD pipelines.

Problem-Solving and Collaboration

Excellent problem-solving skills and the ability to work both independently and as part of a team. Strong communication skills for effective collaboration with cross-functional teams.

Cloud Certifications

Certification in cloud platforms.

About Us

The Toronto-Dominion Bank (Canada) 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.

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.



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