About this role
Job Description AI Solution Architect ? Vertex AI, Multi-Agent AI, LLM & RAG Role Summary
? Design and govern a multi-agent AI architecture for vulnerability triage and automated remediation using Vertex AI, GPT, and Claude.
Required Skills
AI & Cloud Platforms
? Vertex AI
? GCP AI Services
? Prompt Engineering
? Large Language Models (LLMs), including:
? GPT
? Claude
? Gemini
? LangChain
? Semantic Kernel
Vector Databases & Knowledge Management
? Vector databases, including:
? Pinecone
? FAISS
? Vertex AI Embeddings
Programming & Machine Learning
? Python
? Machine Learning (ML) Pipelines
AI / Agentic AI Expertise
? Deep expertise in:
? Multi-agent collaboration
? LLM judge and scoring models
? Autonomous decision-making
? Fallback logic
? Design secure and explainable AI outputs.
Key Responsibilities
AI Architecture & Orchestration
? Design multi-agent architecture, including:
? Triage agents
? Remediation agents
? Judge agent
? Build LLM orchestration using Vertex AI, LangChain, and agent frameworks.
? Implement prompt engineering, prompt chaining, and tool usage delegation.
RAG & Knowledge Management
? Define Retrieval-Augmented Generation (RAG) pipelines using secure coding knowledge packs.
? Design agent memory using:
? Vector databases
? Knowledge graphs
Model Governance & Evaluation
? Establish model evaluation frameworks covering:
? Accuracy
? False positives
? Latency
? Define model versioning, evaluation harnesses, and governance frameworks.
Requirements Sailpoint