Architecting AI/ML Platforms on Azure & GCP

IT Accel, Inc.; Toronto; Hybrid; CAD 140,000 - 180,000; Full time

Job summary

IT Accel, Inc. is seeking an experienced AI/ML Platform Engineer to design and deliver enterprise-scale AI/ML solutions on Azure and GCP. This hybrid Toronto role focuses on enabling AI/ML capabilities across the organization, helping teams build, deploy, and scale intelligent solutions securely and efficiently.

You will collaborate with cloud, security, and engineering teams to build robust platforms, automate AI/ML workflows, and ensure compliance with enterprise standards.

Qualifications

• 3+ years experience as an AI/ML Platform Engineer or similar role.
• Strong experience with Azure (preferred) and/or GCP cloud platforms.
• Proficiency in Python, APIs, and automation scripting.
• Hands-on experience with Terraform, CI/CD pipelines, and GitHub Actions.
• Experience with MLOps/AIOps practices and model lifecycle management.
• Knowledge of Generative AI, RAG architectures, and LLM frameworks (e.g., LangChain, Semantic Kernel).
• Understanding of AI ecosystem tools (evaluation, monitoring, vector databases, governance).
• Experience integrating AI/ML services into enterprise applications.
• Strong understanding of cloud security, RBAC, and data protection principles.

Responsibilities

• Design and implement scalable AI/ML platforms and services on Azure (and GCP).
• Enable and support Generative AI and ML use cases across the business.
• Build and maintain MLOps pipelines for model training, deployment, and monitoring.
• Develop infrastructure as code using Terraform and CI/CD pipelines (GitHub Actions).
• Integrate AI/ML services with enterprise systems via APIs and webhooks.
• Ensure secure deployment of data and models, following cloud security and compliance standards.
• Collaborate with cross-functional teams (cloud, security, risk, development).
• Troubleshoot cloud infrastructure, networking, and performance issues.
• Support automation of AI/ML services and platform capabilities.
• Contribute to DevOps practices within an Agile environment.

Skills

AI/ML Platform Engineering

Azure/GCP cloud

Python

APIs & automation

Terraform

CI/CD (GitHub Actions)

MLOps/AIOps

Generative AI / LLM

Cloud security & RBAC

Problem solving & communication

Tools

Terraform

GitHub Actions

Job description

IT Accel, Inc. is seeking an experienced AI/ML Platform Engineer to design and deliver enterprise-scale AI/ML solutions on Azure and GCP. This hybrid Toronto role focuses on enabling AI/ML capabilities across the organization, helping teams build, deploy, and scale intelligent solutions securely and efficiently.

You will collaborate with cloud, security, and engineering teams to build robust platforms, automate AI/ML workflows, and ensure compliance with enterprise standards.