Description:

- Own the overall market quality metrics across all trading pairs (spot, derivatives, and web3)

- Monitor and maintain optimal bid-ask spreads and order book depth across all pairs in real-time

- Develop quantitative models to predict and prevent liquidity gaps or market dislocations

- Design and implement automated alerts and intervention mechanisms for spread widening or depth deterioration

- Establish dynamic spread and depth targets based on pair volatility, volume, and market conditions

- Conduct post-trade analysis to identify patterns in liquidity provision and consumption

- Build simulation frameworks to test market quality under various stress scenarios

- Collaborate with market makers to optimize their quoting strategies and improve fill rates

Quantitative Strategy Development:

- Design, backtest, and deploy algorithmic trading strategies across multiple venues:

- Spot Arbitrage: Cross-exchange price discrepancies and triangular arbitrage opportunities

- Futures Arbitrage: Cash-and-carry, basis trading, and inter-exchange futures arbitrage

- Web3 Arbitrage: DEX-CEX arbitrage, cross-chain opportunities, and DeFi yield optimization

- Develop statistical arbitrage and mean reversion strategies leveraging correlation patterns

- Build market-making algorithms to supplement external MM liquidity where needed

- Create hedging strategies to manage inventory risk and delta exposure

- Implement high-frequency trading strategies for sub-second execution opportunities

- Continuously optimize strategy parameters using machine learning and adaptive algorithms

- Monitor strategy P&L, Sharpe ratios, and risk metrics in real-time

- Develop risk management frameworks to control position limits and exposure

Infrastructure & Low-Latency Systems:

- Partner with Product and Engineering teams to design ultra-low-latency trading infrastructure

- Define technical requirements for market maker connectivity including:

- API performance standards (latency, throughput, reliability)

- WebSocket streaming architecture

- Order routing and matching engine specifications

- Lead the design of co-location and proximity hosting solutions for market makers

- Optimize tick-to-trade latency across the entire trading stack

- Conduct latency measurements and benchmarking against competitor exchanges

- Identify and eliminate bottlenecks in order processing, market data dissemination, and execution

- Design and review system architecture for data feeds, order management, and risk controls

- Establish monitoring and alerting systems for infrastructure performance

- Work with tech teams to implement smart order routing and execution algorithms

Research & Innovation:

- Stay abreast of developments in quantitative finance, market microstructure, and crypto markets

- Research emerging trading opportunities in DeFi protocols, and new token listings

- Evaluate and integrate new data sources (on-chain data, sentiment analysis, order flow analytics)

- Prototype new trading strategies and conduct rapid experimentation

- Build proprietary quantitative models for price prediction, volatility forecasting, and risk assessment