About the role
Job Responsibilities：
- 「Agent Leverage & AI Integration」 Structure trade execution logic into high-fidelity API interfaces and well-defined safe-operating-bounds that AI agents can act within reliably. You don't just use AI tools — you architect the guardrails that let agents execute at speed without blowing up the book.
- 「Full Cycle Research & System Ownership」 Own the entire strategy lifecycle — from hypothesis formation and data exploration, through back-testing and validation, to production deployment and post-trade analysis. You don't hand off; you own outcomes end-to-end. Continuously monitor live system performance (latency, slippage, fill rates) and drive capital efficiency improvements proactively.
- 「Strategy Validation & Back-testing」 Engineer rigorous back-testing frameworks on historical tick-level data. Stress-test perpetual strategies across diverse market regimes before capital is deployed. The bar isn't "it works in backtests" — it's "it survives production."
- 「Deep Data Engineering」 Work with large-scale, complex datasets to surface non-obvious patterns and translate them into concrete system improvements. Communicate technical findings clearly across engineers, PMs, and stakeholders — clarity of insight matters as much as depth of analysis.
- 「Perp Risk & Dynamic Hedging」 Build and maintain automated risk systems: real-time margin monitoring, dynamic delta hedging, and exposure management. Operate effectively in high-pressure environments — when something breaks at 3am, you diagnose and resolve it.
- 「DeFi & On-Chain Innovation」 Stay ahead of CeFi/DeFi developments. Integrate emerging mechanisms — smart contract interactions, automated on-chain protocols, new liquidity venues — into systematic trading algorithms before the market prices them in.
Qualifications：
- 「Quantitative Foundation」 Strong academic background in Mathematics, Physics, Statistics, Computer Science, or a related field. Master's or PhD preferred — but demonstrated research output and production systems matter more than credentials.