Role: AI / Agentic Architect
Location: Toronto ON Hybrid
Experience- 8 to 10 Years
Role Summary: Designs and governs multi-agent AI architecture for vulnerability triage and automated remediation using Vertex AI GPT Claude.
Required Skills:
Vertex AI GCP AI services prompt engineering LLM (GPT Claude Gemini) Lang Chain Semantic
Kernel Vector DB (Pinecone FAISS Vertex embeddings)
Python ML pipelines AI Agentic Expectations Deep expertise in
Multi-agent collaboration LLM judge scoring models Autonomous decision making fallback logic
Design secure explainable AI outputs
Key Responsibilities:
Design multi-agent architecture (triage agents remediation agents judge agent)
Build LLM orchestration (Vertex AI Lang Chain Agent frameworks)
Define RAG pipelines using secure coding knowledge packs
Establish model evaluation framework (accuracy false positives latency)
Design agent memory (vector DB knowledge graph)
Implement prompt engineering chaining tool usage delegation
Define model versioning evaluation harness and governance
AI Agentic Architect • Toronto, Ontario, Canada
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