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Director - Quant
CoinDCXpune, maharashtra, in9 days ago
Job descriptionDesign, 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 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 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 PhD, Master's, or Bachelor's degree in Quantitative Finance, Mathematics, Statistics, Computer Science, Physics, or related field from a premier institution (IIT, IISc, BITS, or equivalent) Strong academic record with demonstrated excellence in quantitative subjects 8-12 years of experience in quantitative trading, algorithmic trading, or market making At least 3-5 years of experience in markets with deep understanding of spot and derivatives trading Proven track record of developing, monitoring and deploying profitable trading strategies Experience building or working closely with low-latency trading systems Prior experience managing order book quality or working at an exchange preferred Programming : Expert-level proficiency in Python, C++, or Rust; ability to write production-grade code Quantitative Methods : Advanced statistics, time series analysis, stochastic calculus, optimization theory Machine Learning : Experience with ML frameworks (TensorFlow, PyTorch) for predictive modeling Data Analysis : Strong command of pandas, numpy, scipy, and data visualization tools Trading Systems : Hands-on experience with trading APIs, order management systems, and market data infrastructure Blockchain / Web3 : Understanding of DeFi protocols, smart contracts, and on-chain analytics Databases : Proficiency with time-series databases (InfluxDB, TimescaleDB) and SQL Deep understanding of market microstructure, order book dynamics, and execution algorithms Expertise in arbitrage strategies across spot, futures, and DeFi markets Knowledge of latency optimization techniques and high-frequency trading architecture Familiarity with crypto exchange technology stack and matching engines Understanding of risk management principles and position sizing methodologies Awareness of Indian crypto regulations and compliance requirements Prior experience at a top-tier quantitative trading firm, hedge fund, or crypto exchange Published research in quantitative finance or related fields Experience leading quantitative research or trading teams Track record of P&L generation through proprietary trading strategies Contributions to open-source projects in algorithmic trading or market analysis Strong understanding of traditional financial markets (equities, FX, commodities) Experience with options pricing and derivatives modeling Analytical Rigor : Exceptional problem-solving skills and attention to detail Technical Excellence : Ability to bridge quantitative research and engineering implementation Strategic Thinking : Can balance short-term tactical improvements with long-term strategic goals Collaboration : Excellent communication skills to work across quant, product, and engineering teams Adaptability : Thrives in fast-paced, dynamic crypto markets with rapidly changing conditions Ownership : Takes full accountability for market quality and strategy performance Opportunity to build and lead quantitative trading capabilities for a growing exchange Access to cutting-edge trading infrastructure and real-time market data Autonomy to design and implement proprietary trading strategies Collaborative environment with top-tier engineering and product teams Competitive compensation with performance-based incentives tied to strategy P&L Professional development and conference attendance opportunities You are knowledge-hungry when it comes to VDA and Web3, always eager to dive deeper and stay ahead in this evolving space. The world of Web3 and VDA excites you, fueling your curiosity and driving you to explore new opportunities within this dynamic landscape. You act like an owner, constantly striving for excellence, impact, and tangible results in everything you do. You embrace a ‘We over Me’ mindset, growing individually while fostering the growth of those around you. Change is your catalyst, igniting your passion to build and innovate. You think outside the box, unbound by limitations or doubt, always pushing the boundaries of what’s possible. Design Your Own Benefit : Tailor your perk package to fit your unique needs. Whether you’re eyeing a new gadget or welcoming a furry friend into your life, our flexible benefits ensure that you can prioritize what matters most to you. Unlimited Wellness Leaves : We believe in the power of well-being. Take the time you need to recharge, knowing that your health is our priority. With unlimited wellness leaves, you can return refreshed, ready to build and grow. Mental Wellness Support : Your mental health is as important as your professional growth. Benefit from access to health experts, free counseling sessions, monthly wellness workshops, and regular team outings, all designed to help you stay balanced and connected.
Inside CoinDCX’s Growth & Marketing Team :
Our Growth & Marketing team is the engine behind CoinDCX’s user acquisition and market expansion strategies. We experiment, analyze, and optimize to drive exponential growth and engagement. If you’re data-driven, creative, and passionate about scaling businesses, join us in taking CoinDCX to new heights in the blockchain industry.
You will be mining through these tasks :
Order Book Quality & Market Microstructure
- 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
Infrastructure & Low-Latency Systems
Research & Innovation
You need to be a HODLer of these :
Education
Experience
Technical Skills
Domain Expertise
Preferred Qualifications
Key Competencies
What We Offer
Reporting Structure
This role works closely with Engineering, Product, Risk, and Business Development teams. May have the opportunity to build and lead a quantitative research team.
Are you the one? Our missing block :
Perks That Empower You :
Our benefits are designed to make a lasting impact on your life, giving you the freedom to create a work-life balance that truly suits you.
Bi-Weekly Learning Sessions : These sessions are more than just updates—they’re opportunities to fuel your growth. Stay ahead with the latest industry knowledge, sharpen your skills, and accelerate your career in an ever-evolving landscape.
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Director • pune, maharashtra, in
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