Engineering
Published onAugust 5, 2026

Principal Engineer, Agent Infrastructure & Memory Architecture

Full-timeOn-siteHong Kong, Hong Kong SAR; Singapore, Singapore

Job Description

OKX is seeking an AI Infrastructure Engineer to design and build the foundational systems that power next-generation AI agents, focusing on scalable long-term memory, knowledge graph infrastructure, and context management systems. The role transforms research concepts like Context Graphs, GraphRAG, and agent memory architectures into auditable, production-grade infrastructure.

Responsibilities

  • Architect and implement long-term memory infrastructure for AI agents, including auditable, versioned, rollback-capable middleware
  • Design and own end-to-end GraphRAG and knowledge graph pipelines from ingestion to retrieval optimization
  • Build scalable context management infrastructure enabling long-horizon and cross-session reasoning
  • Translate advanced agent research into production-grade systems and establish best practices for memory and retrieval infrastructure

What we are looking for

  • PhD or Master's in CS, AI, ML, Robotics or related field with at least 10 years of industry experience
  • Deep expertise in at least one of: long-term memory, knowledge graphs, or context management
  • Experience in high-frequency trading, fintech, Web3, or crypto platforms is a strong advantage

Additional Information

One of the most research-heavy roles in this batch, sitting at the intersection of academic agent-memory research (Context Graphs, GraphRAG) and production infrastructure engineering for a live exchange.

Perks and Benefits

  • Competitive total compensation package
  • L&D programs and education subsidy
  • Wellness and meal allowances
  • Comprehensive healthcare schemes for employees and dependants

Keywords: GraphRAG, Knowledge Graphs, LLM Memory, Context Management, AI Infrastructure, RAG
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OKX

📍 Seychelles / GlobalVisit Company Website

OKX is one of the world's largest cryptocurrency exchanges and the developer of OKX Wallet, giving millions access to crypto trading and decentralized applications. Backed by its Proof of Reserves system, OKX serves both retail traders and hundreds of large institutions seeking access to global crypto markets, operating across Asia, Europe, and the Americas.

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