Quantitative Researcher: Market-Making & Live Trading

HashKey Group; Singapore; Sur place; SGD 120 000 - 180 000; Plein temps

Résumé du poste

HashKey Group is seeking a Quantitative Researcher to own end-to-end strategies from idea and data through deployment to live performance in Singapore. You will research, design and implement market-making and systematic trading strategies, build models from order-book data with statistical methods, and validate them with backtests and simulations.

You will also monitor live strategies, adjust parameters, and collaborate with traders and engineers while contributing to research infrastructure in

Qualifications

• Degree in a quantitative or technical discipline; advanced degree welcomed but not required.
• Experience in quantitative research, systematic trading or market making in crypto or traditional markets.
• Strong understanding of markets, order-book dynamics, and risk signals.
• Proficiency in Python for research and data analysis; Rust preferred; C++/Java useful.
• Ability to work with large, noisy datasets and perform careful conclusions from data.
• Disciplined about risk, monitoring and documentation with multiple strategies.

Responsabilités

• Research, design and implement market-making and systematic trading strategies.
• Take strategies from prototype to live trading and monitor performance.
• Analyze market microstructure across venues and adapt strategies accordingly.
• Build predictive models from order-book, trade, funding, and on-chain data using statistics and ML.
• Contribute to research infrastructure including simulation, backtesting and data pipelines in Python and Rust.
• Evaluate new venues, instruments, protocols and data sources for new strategies.

Connaissances

Python

Rust

C++/Java

Statistical analysis

Backtesting

Research

Data analysis

Market understanding

Communication

Formation

Bachelor's degree in quantitative field

Outils

Python

Rust

C++/Java

Description du poste

HashKey Group is seeking a Quantitative Researcher to own end-to-end strategies from idea and data through deployment to live performance in Singapore. You will research, design and implement market-making and systematic trading strategies, build models from order-book data with statistical methods, and validate them with backtests and simulations.

You will also monitor live strategies, adjust parameters, and collaborate with traders and engineers while contributing to research infrastructure in