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OKX

Venture capital for blockchain startups

Principal Engineer - Agent Infrastructure & Memory Architecture

AI Application EngineeringConfirmed live in the last 24 hours
Full-timeNo salary listed

About the Job

Requirements

  • PhD or Master's in Computer Science, AI, Machine Learning, Robotics, or a related field.
  • At least 10 years of industry experience.
  • Deep expertise in at least one of the following areas: long-term memory, knowledge graphs, or context management.

Responsibilities

  • Architect and implement long-term memory infrastructure for AI agents, including auditable, versioned, and rollback-capable middleware that supports persistent, stateful reasoning.
  • Design and own end-to-end GraphRAG and knowledge graph pipelines, from ingestion and schema design to graph indexing, retrieval optimization, and integration with large language model-based reasoning systems.
  • Build scalable context management infrastructure, elevating context from prompt-level techniques to structured, maintainable systems such as Context Graphs that enable long-horizon and cross-session reasoning.
  • Translate advanced agent research into production-grade systems, prototyping emerging architectures and establishing best practices for memory, retrieval, and infrastructure reliability.
  • Ensure reliability, observability, and governance of agent infrastructure, including traceable memory operations, evaluation frameworks, and safeguards against drift and degradation.

Desired Qualifications

  • Experience in top-tier AI labs or leading technology companies.
  • Experience in high-frequency trading, fintech, Web3, or crypto platforms.
  • Experience in startups or research-intensive environments, and comfort operating with ambiguity and speed.

About the Company

OKX

Venture capital for blockchain startups

OKX Ventures acts as the investment arm of the OKX cryptocurrency exchange, funding and supporting blockchain, DeFi, and Web3 projects. It invests across a wide range of areas—from infrastructure and middleware to applications and games—aiming to strengthen the crypto ecosystem. The firm provides capital and access to OKX’s network of partners and advisors to help portfolio companies grow and succeed. Notable holdings include Polygon, Solana, and Avalanche, reflecting a strategy focused on projects with potential to impact the crypto industry at large. OKX Ventures differentiates itself through its crypto-native perspective, extensive industry network, and active involvement in portfolio development, rather than just providing funding. Its goal is to identify promising projects and help them scale, contributing to a more robust and innovative blockchain ecosystem.

Company size
5,001-10,000
Company stage
Not listed
Total funding
$1.1B
Headquarters
Singapore, Singapore
Founded
2017

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