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.
Required Skills:
Sailpoint
Employment Type : Full Time
Experience: years
Vacancy: 1
Monthly Salary Salary: 10 - 10