ChainML
Research and development for a future powered by AI agents.
Senior Quant – DeFi
Location
United States
Posted
135 days ago
Salary
Not specified
Bachelor DegreeEnglishBig QueryPythonSoliditySQLVault
Job Description
• Design, test, and deploy production-grade DeFi strategies
• Lead research team and build models, run simulations, and translate ideas into strategies
• Maintain a hypothesis pipeline across LP/CLMM, perps/options, basis/funding, lending/borrowing, yield curves, and cross-venue/cross-chain flows
• Build and run robust backtests and event-driven sims; define objective functions, capacity, and sensitivity analyses
• Write execution-ready strategy specs and prototype production code
• Set inventory/leverage limits, liquidity/impact budgets, and encode checks and circuit breakers
• Define real-time and post-trade dashboards and establish thresholds
• Express strategies as agent policies/reward functions and contribute datasets
• Track microstructures, new primitives, and cultivate relationships for early access
• Produce research memos, runbooks, and present results to stakeholders
Job Requirements
- Proven, verifiable DeFi P&L (e.g., CLMM LP with hedging, basis/funding, structured yield) with transparent attribution
- Deep understanding of on-chain microstructure: AMMs (Uniswap v3/CLMM math), routing/MEV, oracles, gas/latency, L2 nuances
- Strong empirical research skills: clean experiment design, skeptical inference, robustness checks, and ablations
- Hands-on with Python + SQL for implementing strategies, backtests and data analysis; able to work with EVM logs/events and data from sources like The Graph, Dune, BigQuery or self-hosted archives
- Practical risk mindset: position sizing, drawdown/tail-risk control, borrow/funding management, execution slippage/impact awareness
- Ability to write concise, execution-ready specs and collaborate tightly with engineers who will implement and operate
- Read-level Solidity literacy (to assess contracts, oracles, upgrade patterns); no heavy smart-contract dev required
- Bonus: experience with agent/RL evaluation loops; MEV-aware execution; LST/LRT, Pendle curves, cross-margining, vault frameworks
- Thrives in a fast-moving startup, embraces ambiguity, and upholds high standards for reproducibility, documentation, and ethics
Benefits
- Remote-first team
- Exceptional candidates from anywhere encouraged to apply