Multi-Agent Systems Context Architect

Focus: Context Window Engineering, Inter-Agent Protocol Design & Vector Graph Memory

Salary Range

$175,000 - $260,000

Global Demand Growth

+88% YoY

Core Stack

LangGraph, Qdrant, AutoGen, System Prompts

Field Sector

Autonomous Agent Infrastructure

Role Purpose

Multi-Agent Systems Context Architects engineer the context windows, tool integration schemas, and stateful memory loops for complex, autonomous multi-agent software networks.

Architect hierarchical multi-agent state machines for autonomous software development and business operations.
Design dynamic RAG retrieval pipelines using hybrid vector-keyword search with cross-encoder re-ranking.
Structure strict JSON-schema tool calls for 99.9% deterministic execution across multi-step execution graphs.
Optimize token efficiency and reduce attention decay in million-token context windows.

Core Technical Stack

LangGraph & AutoGen Vector Databases (Qdrant, Pinecone) JSON Schema Function Calling Hybrid Sparse-Dense RAG Prompt Injection Firewalls