Technology and Strategy
At Quantitative Strategies Group (QSG), technology is not a backend utility — it is an integral part of how we research, build, and deploy trading strategies. Our platform blends engineering rigor with practical design so traders can move from research to live execution with confidence and precision.
Integrated Platform
Our proprietary system combines:
- Strategy research and historical backtesting
- Live execution with real-time risk controls
- Automated monitoring and performance evaluation
- Full lifecycle versioning and deployment tools
This unified infrastructure means the same core models and risk frameworks used during research run in production. It reduces translation gaps between idea and execution and gives traders a consistent, auditable workflow from concept to live trading.
Data, Execution, and Risk
We invest in robust data pipelines and execution systems that support:
- High-quality market data ingestion and normalization
- Flexible data access for research and machine learning workflows
- Risk management that enforces firm-wide standards in real time
- Execution infrastructure designed for reliability and precision
Traders have access to secure repositories, scalable compute resources, and tooling that lets them focus on insight and innovation rather than plumbing.
Strategy Philosophy
QSG approaches markets with a blend of systematic research, statistical rigor, and disciplined risk oversight. While we employ a range of methods, our emphasis is on strategies that can be:
- Backtested and evaluated with high fidelity
- Understood in terms of risk and performance drivers
- Iterated upon rapidly with controlled deployment
Many of our models make use of statistical techniques, machine learning, and data-driven heuristics to uncover inefficiencies and structure in markets. This approach enables our traders to explore ideas across horizons and styles, while our technology ensures rigorous evaluation and controlled live deployment.
Role for Traders
Our systems are designed so that traders from undergraduates through senior levels can:
- Quickly prototype and backtest ideas
- Validate performance under realistic assumptions
- Deploy with tight risk oversight
- Observe strategy behavior through detailed monitoring
Technology at QSG amplifies skill; it does not replace it. We expect traders to bring technical depth, creative modeling, and disciplined execution to fully leverage the platform.