Senior Cloud Engineer – ML/AI Platform

Job Title :-Senior Cloud Engineer – ML/AI Platform

Location :- Toronto, ON

About the Role

We are seeking a Senior Cloud Engineer with deep expertise in AWS and Azure AI/ML services to drive our enterprise ML/AI platform capabilities. You will evaluate and enable cloud AI/ML services, build reusable architectural patterns, and develop automated MLOps solutions in a highly regulated banking environment. This role requires hands-on experience with modern AI/ML platforms and the ability to design secure, compliant solutions that accelerate AI adoption across the organization.

Must Have:

• 5–7 years of cloud engineering experience with 3+ years focused on AI/ML platforms

• Deep hands-on expertise with AWS AI/ML services: SageMaker (training, pipelines, inference, JumpStart), Bedrock

• Deep hands-on expertise with Azure AI/ML services: Azure Machine Learning, Azure OpenAI, Azure AI Foundry

• Experience building MLOps platforms and automated ML pipelines

• Strong knowledge of LLMOps, LLM lifecycle management, agentic AI, RAG (retrieval-augmented generation), and prompt engineering

• Experience implementing guardrails and governance for LLM services

• Proficiency in Python and infrastructure-as-code (Terraform, CloudFormation, ARM/Bicep)

• Experience with MLflow (or similar tool), experiment tracking, and model registries

• Expertise in cloud security patterns including private endpoints, customer-managed keys, and network isolation for AI/ML services

• Strong understanding of cloud networking architecture in regulated environments

• Experience working in highly regulated industries with compliance requirements

• Agile delivery experience.