TD bank

Azure Google AI/ML Platform Engineer II

TD bank
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4 days ago
Toronto, CanadaMid Level

Responsibilities

  • Own end-to-end Infrastructure as Code delivery for one or more Azure or Google Cloud AI services through Terraform design, pipeline integration, production rollout, and Day-2 operations.
  • Build secure self-service platform abstractions, reusable GitHub Actions workflows, Python CLIs and SDKs, and standardized developer golden paths.
  • Lead cloud architecture decisions across Azure and Google Cloud while balancing capability, cost, performance, regulatory fit, and developer experience.
  • Implement RBAC/IAM, federated identity, private networking, certificate and PKI lifecycle management, secrets management, policy-as-code, and audit workflows.
  • Develop secure generative-AI consumption patterns including private endpoints, RAG architectures, model gateways, content filtering, prompt-shield controls, MLOps/LLMOps pipelines, and evaluation tooling.
  • Lead code reviews, establish standards for IaC quality and testing, mentor engineers, and contribute to roadmap planning, build-versus-buy analysis, vendor evaluations, and cross-team alignment.

Requirements

  • At least 5 years of cloud platform or infrastructure engineering experience with deep Infrastructure as Code delivery on Azure or Google Cloud.
  • Expert-level Terraform experience covering module design, composition, workspaces, testing, drift management, and pipeline patterns.
  • Strong Python experience for SDK integrations, CLI and tooling development, automated testing, packaging, and observability hooks.
  • Experience with GitHub Actions or comparable CI/CD platforms, including reusable workflows, environments, OIDC-based cloud authentication, deployment gating, and secret management.
  • Demonstrable experience deploying and operating AI/ML services on Azure or Google Cloud, including services such as Azure OpenAI, Azure AI Foundry, Azure AI Search, Azure Bot Service, Azure ML, Vertex AI, BigQuery, or Pub/Sub.
  • Deep hands-on knowledge of cloud networking, including VNets/VPCs, NSGs/firewall rules, hub-spoke and shared VPC patterns, private endpoints, ExpressRoute, DNS, and hybrid routing topologies.

Benefits

  • Toronto, Ontario, Canada work location.
  • Total Rewards package including health and well-being benefits, savings and retirement programs, paid time off, banking benefits and discounts, career development, and reward and recognition programs.
  • Regular development and performance conversations, training programs, online learning, mentoring programs, and onboarding support.
  • Accessibility accommodations are available throughout the interview process.

Tech Stack

AzureGitHub ActionsGoogle BigQueryGoogle CloudPythonTerraform
TD bank

About TD bank

10,000+ employees

TD Bank Group provides retail and commercial banking, credit cards, mortgages, wealth management, insurance, and capital-markets services to consumers, businesses, and institutional clients. Headquartered in Toronto and founded in 1955, it operates across Canada and the eastern United States. The company generates revenue from interest income, fees, and trading activities and is publicly traded on the TSX and NYSE under the symbol TD.

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