Enterprise AI Architect: GenAI, Agents & Platform Design

BrainRidge Consulting; Toronto; On-site; CAD 140,000 - 220,000; Full time

Job summary

BrainRidge Consulting is a premium FinTech Technology Consulting firm seeking an AI Architect to design enterprise-grade AI platforms and agentic systems for clients. You will drive end-to-end AI architecture, from model selection to deployment, ensuring security, observability, and cost controls in large organizations.

With 7+ years in software/solutions architecture and hands-on experience in Python, cloud platforms, and MLOps, you will collaborate with business and engineering teams to turn

Qualifications

• 7+ years in software/solutions architecture with AI systems.
• Experience across generative and agentic AI, LLMs, RAG, multi-agent systems.
• Experience with AI frameworks and model ecosystems listed above.
• Cloud platform experience (Azure, AWS, or Google Cloud).
• Data/knowledge architecture, including databases and knowledge graphs.
• Enterprise software architecture, microservices, REST APIs, Kubernetes, IAM.
• Hands-on with Python, SQL, APIs, Git, CI/CD, Docker, Kubernetes, IaC.
• Familiar with MLOps/LLMOps/AgentOps and observability tools.
• Able to converse with executives and with technical teams across domains.

Responsibilities

• Design end-to-end architectures for Generative and Agentic AI solutions.
• Translate business needs into scalable technical architectures.
• Architect AI agents, tools, memory, prompts, and human-in-the-loop controls.
• Define enterprise AI platforms, gateways, registries, and observability.
• Establish guardrails, governance, usage monitoring, and cost controls.
• Evaluate AI models for capability, latency, security, and cost.
• Design retrieval/knowledge architectures across data types.
• Integrate AI with enterprise apps, APIs, and systems of record.
• Define AI security patterns for identity and data protection.
• Lead architecture workshops and proofs of concept; mentor engineers.

Skills

AI system design

Enterprise architecture

Cross-functional leadership

Executive communication

Security & governance

Tools

LangChain/LangGraph

LlamaIndex

Semantic Kernel

AutoGen

CrewAI

MCP

OpenAI

Anthropic Claude

Google Cloud

Azure

AWS

Kubernetes

Docker

Infrastructure as Code

Job description

BrainRidge Consulting is a premium FinTech Technology Consulting firm seeking an AI Architect to design enterprise-grade AI platforms and agentic systems for clients. You will drive end-to-end AI architecture, from model selection to deployment, ensuring security, observability, and cost controls in large organizations.

With 7+ years in software/solutions architecture and hands-on experience in Python, cloud platforms, and MLOps, you will collaborate with business and engineering teams to turn